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Function Integrated Diagnostic Assistance based on Multidisciplinary Computational Anatomy Models

Planned Research

Project AreaMultidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy
Project/Area Number 26108005
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Science and Engineering
Research InstitutionGifu University

Principal Investigator

Fujita Hiroshi  岐阜大学, 工学部, 特任教授・名誉教授 (10124033)

Co-Investigator(Kenkyū-buntansha) 原 武史  岐阜大学, 工学部, 准教授 (10283285)
周 向栄  岐阜大学, 工学部, 助教 (00359738)
Research Collaborator AZUMA Kagaku  
UCHIYAMA Yoshikazu  
KATAFUCHI Tetsuro  
KAMIYA Naoki  
TERAMOTO Atsushi  
HATANAKA Yuji  
FUKUOKA Daisuke  
MATSUO Masayuki  
MATSUBARA Tomoko  
MIYATI Toshiaki  
MURAMATSU Chisako  
Project Period (FY) 2014-07-10 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥102,960,000 (Direct Cost: ¥79,200,000、Indirect Cost: ¥23,760,000)
Fiscal Year 2018: ¥19,370,000 (Direct Cost: ¥14,900,000、Indirect Cost: ¥4,470,000)
Fiscal Year 2017: ¥19,370,000 (Direct Cost: ¥14,900,000、Indirect Cost: ¥4,470,000)
Fiscal Year 2016: ¥19,500,000 (Direct Cost: ¥15,000,000、Indirect Cost: ¥4,500,000)
Fiscal Year 2015: ¥19,370,000 (Direct Cost: ¥14,900,000、Indirect Cost: ¥4,470,000)
Fiscal Year 2014: ¥25,350,000 (Direct Cost: ¥19,500,000、Indirect Cost: ¥5,850,000)
Keywords医用画像処理・解析 / 筋肉画像解析 / 医用画像診断支援 / ALS / 全身CT画像 / 多元計算解剖学 / 機能画像解析 / 計算機支援診断 / 知能機械 / 医用画像 / 画像認識 / コンピュータ支援診断 / 画像解析 / 計算解剖学 / 医用画像処理 / 国際研究者交流 / 中国
Outline of Final Research Achievements

In the project study of "Multi-disciplinary Computational Anatomy", in this project group, research was mainly conducted on development of functional diagnosis support system for several "functional images". In particular, we have been engaged in the developments of diagnosis support system, 1) the function diagnosis support system in nuclear medicine images, 2) physical function in CT and ultrasound images (osteoarthritis / muscle) , and have achieved the basic research, basic system development, and some clinical level system development. Not only conventional shape models and machine learning methods, we have obtained a great deal of results by the application of deep learning technology, and we widely published these results through many papers and research presentations at home and abroad.

Academic Significance and Societal Importance of the Research Achievements

本研究成果により,「多元計算解剖学」プロジェクト研究において「機能画像」もより高度に含有することが可能になった.ディープラーニングを初めとする人工知能(AI)を多元計算解剖学に取り入れた機能診断支援システムの各種の開発技術は,今後の臨床システム開発において有益な成果となり,多くの疾患を救うことに寄与されるであろうと信ずる.

Report

(6 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (479 results)

All 2019 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (13 results) Journal Article (110 results) (of which Int'l Joint Research: 16 results,  Peer Reviewed: 81 results,  Open Access: 19 results,  Acknowledgement Compliant: 40 results) Presentation (340 results) (of which Int'l Joint Research: 85 results,  Invited: 16 results) Book (9 results) Remarks (6 results) Patent(Industrial Property Rights) (1 results)

  • [Int'l Joint Research] ウェスタンオンタリオ大学(カナダ)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] サウスカロライナ大学(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] ベルン大学(スイス)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] 東北大学/広西大学/鄭州大学(中国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] ウェスタンオンタリオ大学(カナダ)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] サウスカロライナ大学(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ベルン大学(スイス)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] 東北大学/広西大学(中国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ウェスタンオンタリオ大学(カナダ)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] University of South Carolina(米国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] 東北大学/広西大学(中国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] 東北大学/広西大学(中国)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] 西オンタリオ大学(カナダ)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Automated pulmonary nodule classification in computed tomography images using a deep convolutional neural network trained by generative adversarial networks2019

    • Author(s)
      Y.Onishi, A.Teramoto, M.Tsujimoto, T.Tsukamoto, K.Saito, H.Toyama, K.Imaizumi, H.Fujita
    • Journal Title

      BioMed Research International

      Volume: 6051939 Pages: 1-9

    • DOI

      10.1155/2019/6051939

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Automated classification of pulmonary nodules through a retrospective analysis of conventional CT and two-phase PET images in patients undergoing biopsy2019

    • Author(s)
      A.Teramoto, M.Tsujimoto, T.Inoue, T.Tsukamoto, K.Imaizumi, H.Toyama, K.Saito, and H.Fujita
    • Journal Title

      Asia Oceania Journal of Nuclear Medicine and Biology

      Volume: 7 Pages: 29-37

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Selection of Radiomic Features for the Classification of Triple-negative Breast Cancer Based on Radiogenomics2019

    • Author(s)
      甲斐千遥,石丸真子,内山良一,白石順二,篠原範充,藤田広志
    • Journal Title

      Japanese Journal of Radiological Technology

      Volume: 75 Issue: 1 Pages: 24-31

    • DOI

      10.6009/jjrt.2019_JSRT_75.1.24

    • NAID

      130007563371

    • ISSN
      0369-4305, 1881-4883
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image retrieval of breast masses on ultrasound images2019

    • Author(s)
      Muramatsu C, Higuchi S, Morita T, Oiwa M, Kawasaki T, Fujita H
    • Journal Title

      Proc SPIE Medical Imaging

      Volume: 10955 Pages: 43-43

    • DOI

      10.1117/12.2513663

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic anatomy partitioning of the torso region on CT images by using a deep convolutional network with majority voting2019

    • Author(s)
      X.Zhou, T.Kojima, S.Wang, X.Zhou, T.Hara, T.Nozaki, M.Matsusako, and H.Fujita
    • Journal Title

      Proc. SPIE, Medical Imaging 2019: Computer-Aided Diagnosis

      Volume: 10950 Pages: 34-34

    • DOI

      10.1117/12.2512651

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registration2019

    • Author(s)
      H.Yu, X.Zhou, H.Jiang, H.Kang, Z.Wang, T.Hara, and H.Fujita
    • Journal Title

      Proc. SPIE, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging

      Volume: 10953 Pages: 67-67

    • DOI

      10.1117/12.2512698

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Automated Estimation of Time Activity Curve for Pulmonary Artery from Axillary Vein on Dynamic Scintigraphy by Using Three-layered Artificial Neural Network2018

    • Author(s)
      広瀬香澄,原 武史,田中悠貴,村松千左子,片渕哲朗,松迫正樹,藤田広志
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J101-D Issue: 1 Pages: 40-43

    • DOI

      10.14923/transinfj.2017IGL0002

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2018-01-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Basic study on the automated detection method of skull fracture in head CT images using surface selective black-hat transform2018

    • Author(s)
      A.Yamada, A.Teramoto, K.Kudo, T.Otsuka, H.Anno, and H.Fujita
    • Journal Title

      Journal of Medical Imaging and Health Informatics

      Volume: 8 Issue: 5 Pages: 1069-1076

    • DOI

      10.1166/jmihi.2018.2410

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated microaneurysm detection in retinal fundus images based on the combination of three detectors2018

    • Author(s)
      Y.Hatanaka, T.Inoue, K.Ogasawara, S.Okumura, C.Muramatsu, and H.Fujita
    • Journal Title

      Journal of Medical Imaging and Health Informatics

      Volume: 8 Issue: 5 Pages: 1096-1102

    • DOI

      10.1166/jmihi.2018.2419

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computer-aided diagnosis with radiogenomics: Analysis of the relationship between genotype and morphological changes of the brain magnetic resonance images2018

    • Author(s)
      C.Kai, Y.Uchiyama, J.Shiraishi, H.Fujita, K.Doi
    • Journal Title

      Radiological physics and technology

      Volume: 11 Issue: 3 Pages: 265-273

    • DOI

      10.1007/s12194-018-0462-5

    • NAID

      130007739858

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 畳み込みニューラルネットワークを用いた眼底画像における毛細血管瘤の自動検出2018

    • Author(s)
      宮下充浩,畑中裕司,小郷原一智,村松千左子, 砂山 渡, 藤田広志
    • Journal Title

      Medical Imaging Technology

      Volume: 36 Pages: 189-195

    • NAID

      130007496345

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications2018

    • Author(s)
      N. Kamiya, J.Li, M. Kume, H. Fujita, D. Shen, G. Zheng
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: 13 Issue: 11 Pages: 1697-1706

    • DOI

      10.1007/s11548-018-1852-1

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Deep-learning classification using convolutional neural network for evaluation of maxillary sinusitis on panoramic radiography2018

    • Author(s)
      M.Murata, Y. Ariji, Y.Ohashi, T.Kawai, M.Fukuda, T.Funakoshi, Y.Kise, M.Nozawa, A.Katsumata, H.Fujita, and E.Ariji
    • Journal Title

      Oral Radiology

      Volume: 2018 Issue: 3 Pages: 1-7

    • DOI

      10.1007/s11282-018-0363-7

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantitation of Cerebral Atrophy due to Normal Aging: Principal Component Analysis with MR Images in Patients’ Age Groups2018

    • Author(s)
      甲斐千遥, 内山良一, 白石順二, 藤田広志
    • Journal Title

      Japanese Journal of Radiological Technology

      Volume: 74 Issue: 12 Pages: 1389-1395

    • DOI

      10.6009/jjrt.2018_JSRT_74.12.1389

    • NAID

      130007535715

    • ISSN
      0369-4305, 1881-4883
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models - Progress Overview FY2016 -2018

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, T.Katafuchi, T.Matsubara, M.Matsuo, T.Miyati, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Journal Title

      Proc. of the Fourth International Symposium on the Project “Multidisciplinary Computational Anatomy”

      Volume: なし Pages: 115-123

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Non-invasive assessment of hepatic fibrosis by elastic measurement of liver using magnetic resonance tagging images2018

    • Author(s)
      X.Zhang, X.Zhou, T.Hara, and H.Fujita
    • Journal Title

      Applied Sciences

      Volume: 8 Issue: 3 Pages: 437-437

    • DOI

      10.3390/app8030437

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Performance evaluation of 2D and 3D deep learning approaches for automatic segmentation of multiple organs on CT images2018

    • Author(s)
      X. Zhou, K. Yamada, T. Kojima, R. Takayama, S. Wang, X.X. Zhou, T. Hara, and H. Fujita
    • Journal Title

      Proc. SPIE Medical Imaging

      Volume: 10575, 105752C Pages: 83-83

    • DOI

      10.1117/12.2295178

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Similarity estimation for reference image retrieval in mammograms using convolutional neural network2018

    • Author(s)
      Chisako Muramatsu, Shunichi Higuchi, Takako Morita, Mikinao Oiwa, Hiroshi Fujita
    • Journal Title

      Proceedings of SPIE Medical Imaging

      Volume: 10575 Pages: 101-101

    • DOI

      10.1117/12.2293979

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Current Status of Software Development for Measuring Heart-to-mediastinum Ratio in <sup>123</sup>I-MIBG Myocardial Scintigrams Using Chest X-ray Images with the Aid of Image Fusion Methods2017

    • Author(s)
      小保田智彦, 原 武史, 福岡大輔, 三木一孝, 石原匡彦, 多湖博史, 安部美輝, 片渕哲朗, 藤田広志
    • Journal Title

      SHINZO KAKU IGAKU

      Volume: 19 Issue: 1 Pages: 27-32

    • DOI

      10.14951/jsnc.19.1_27

    • NAID

      130006895120

    • ISSN
      1346-2733, 2424-1733
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 乳房超音波画像診断支援のための画像解析技術の現状と将来2017

    • Author(s)
      村松千左子,藤田広志
    • Journal Title

      超音波TECHNO

      Volume: 29 Pages: 4-9

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Preliminary Study on an Automated Extraction of Breast Region and Automated Detection of Breast Tumors and Axillary Metastasis Using PET/CT Images2017

    • Author(s)
      箕浦菜月,寺本篤司,高橋克彰,山室 修,西尾正美,玉木恒男,藤田広志:
    • Journal Title

      Medical Imaging Technology

      Volume: 35 Issue: 3 Pages: 158-166

    • DOI

      10.11409/mit.35.158

    • NAID

      130005680920

    • ISSN
      0288-450X, 2185-3193
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] AIがもたらすCADシステムの変革2017

    • Author(s)
      藤田広志
    • Journal Title

      INNERVISION

      Volume: 32 Pages: 10-13

    • Related Report
      2017 Annual Research Report
  • [Journal Article] AI(人工知能)の医用画像診断領域への応用の現状と将来2017

    • Author(s)
      藤田広志
    • Journal Title

      JCR News

      Volume: 217 Pages: 3-5

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Normal model construction for statistical image analysis of torso FDG-PET images based on anatomical standardization by CT images from FDG-PET/CT devices2017

    • Author(s)
      K. Takeda, T. Hara, X. Zhou, T. Katafuchi, M. Kato, S. Ito, K. Ishihara, S. Mumita, and H. Fujita
    • Journal Title

      Int J. CARS

      Volume: - Issue: 5 Pages: 777-787

    • DOI

      10.1007/s11548-017-1526-4

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Simultaneous segmentation of multiple anatomical structures on CT images using deep learning technique2017

    • Author(s)
      周 向栄,藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 34 Issue: 2 Pages: 63-65

    • DOI

      10.11318/mii.34.63

    • NAID

      130006846734

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detection of Unruptured Aneurysms in Brain MRA Images Using Ring Type Gradient Concentration Filter and Texture Analysis2017

    • Author(s)
      森 健悟,内山良一,原 武史,岩間 亨,藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 34 Issue: 2 Pages: 75-79

    • DOI

      10.11318/mii.34.75

    • NAID

      130006846730

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated segmentation of sternocleidomastoid muscle using atlas-based method in X-ray CT images: Preliminary study2017

    • Author(s)
      神谷直希,家田皓将,周 向栄,東 華岳,山田 恵,加藤 博基,村松千左子,原 武史,三好利治,犬塚 貴,松尾政之,藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 34 Issue: 2 Pages: 87-91

    • DOI

      10.11318/mii.34.87

    • NAID

      130006846728

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Retinal biometrics based on iterative closest point algorithm2017

    • Author(s)
      Yuji Hatanaka, Mikiya Tajima, Ryo Kawasaki, Koko Saito, Kazunori Ogohara, Chisako Muramatsu, Wataru Sunayama, and Hiroshi Fujita
    • Journal Title

      Proc. the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: - Pages: 373-376

    • DOI

      10.1109/embc.2017.8036840

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ディープラーニングのコンピュータ支援診断(CAD)への応用2017

    • Author(s)
      藤田広志,周 向栄,寺本篤司,村松千左子
    • Journal Title

      Rad Fan

      Volume: 15 Pages: 35-39

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Evaluation of pre-surgical models for uterine surgery by use of three-dimensional printing and mold casting2017

    • Author(s)
      Sayed Ahmad Zikri Sayed Aluwee, Xiangrong Zhou. Hiroki KATO, Hiroshi MAKINO, Chisako MURAMATSU, Takeshi HARA, Masayuki MATSUO, Hiroshi FUJITA
    • Journal Title

      Radiological Physics and Technology

      Volume: - Issue: 3 Pages: 279-285

    • DOI

      10.1007/s12194-017-0397-2

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated classification of lung cancer types from cytological images using deep convolutional neural networks2017

    • Author(s)
      A.Teramoto, T.Tsukamoto, Y.Kiriyama, and H.Fujita
    • Journal Title

      BioMed Research International

      Volume: 2017 Pages: 4067832-4067832

    • DOI

      10.1155/2017/4067832

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated independent extraction of major arteries and veins on retinal images2017

    • Author(s)
      畑中裕司,立木宏和,奥村 進,小郷原一智,村松千左子,藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 34 Issue: 3 Pages: 136-140

    • DOI

      10.11318/mii.34.136

    • NAID

      130006146260

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Simultaneous Recognition and Segmentation of Multiple Anatomical Structures on CT Images by Using Deep Learning Approach2017

    • Author(s)
      周 向栄,藤田広志
    • Journal Title

      Medical Imaging Technology

      Volume: 35 Issue: 4 Pages: 187-193

    • DOI

      10.11409/mit.35.187

    • NAID

      130006108054

    • ISSN
      0288-450X, 2185-3193
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated blood vessel extraction based on high-order local autocorrelation features on retinal images2017

    • Author(s)
      Yuji Hatanaka, Kazuki Samo, Kazunori Ogohara, Wataru Sunayama, Chisako Muramatsu, Susumu Okumura, Hiroshi Fujita
    • Journal Title

      VipIMAGE 2017, Lecture Notes in Computational Vision and Biomechanics

      Volume: 27 Pages: 803-808

    • DOI

      10.1007/978-3-319-68195-5_87

    • ISBN
      9783319681948, 9783319681955
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Deep learning of the sectional appearances of 3D CT images for anatomical structure segmentation based on an FCN voting method2017

    • Author(s)
      X.Zhou, R.Takayama, S.Wang, H.Hara, and H.Fujita
    • Journal Title

      Medical Physics

      Volume: 44 Issue: 10 Pages: 5221-5233

    • DOI

      10.1002/mp.12480

    • NAID

      120007017298

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Quantitative Sonographic Assessment of the Quadriceps Femoris Muscle in Healthy Japanese Adults2017

    • Author(s)
      Watanabe Tsuneo、Murakami Hiroki、Fukuoka Daisuke、Terabayashi Nobuo、Shin Sohee、Yabumoto Tamotsu、Ito Hiroyasu、Fujita Hiroshi、Matsuoka Toshio、Seishima Mitsuru
    • Journal Title

      Journal of Ultrasound in Medicine

      Volume: 36 Issue: 7 Pages: 1383-1395

    • DOI

      10.7863/ultra.16.07054

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 運動器領域における超音波検査評価法の創出2017

    • Author(s)
      渡邊恒夫,寺林伸夫.福岡大輔,藤田広志,松岡敏男,清島 清
    • Journal Title

      臨床病理

      Volume: 65 Pages: 1263-1268

    • NAID

      40021431647

    • Related Report
      2017 Annual Research Report
  • [Journal Article] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models - Progress Overview FY2016 -2017

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, M.Matsuo, T.Katafuchi, T.Matsubara, T.Miyati, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Journal Title

      Proc. of the 3rd International Symposium on the Project “Multidisciplinary Computational Anatomy”

      Volume: none Pages: 95-104

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach2017

    • Author(s)
      X.Zhou, R.Takayama, S.Wang, X.Zhou, T.Hara, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2017: Image Processing

      Volume: 10133 Pages: 1013324-1013324

    • DOI

      10.1117/12.2254201

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Tooth labeling in cone-beam CT using deep convolutional neural network for forensic identification2017

    • Author(s)
      Y.Miki, C.Muramatsu, T.Hayashi, X.Zhou, T.Hara, A.Katsumata, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2017: Computer-Aided Diagnosis

      Volume: 10134 Pages: 101343E-101343E

    • DOI

      10.1117/12.2254332

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated analysis of whole skeletal muscle for muscular atrophy detection of ALS in whole-body CT images: preliminary study2017

    • Author(s)
      N.Kamiya, K.Ieda, X.Zhou, M.Yamada, H.Kato, C.Muramatsu, T.Hara, T.Miyoshi, T.Inuzuka, M.Matsuo, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2017: Computer-Aided Diagnosis

      Volume: 10134 Pages: 1013442-1013442

    • DOI

      10.1117/12.2251584

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated assessment of breast tissue density in non-contrast 3D CT images without image segmentation based on a deep CNN2017

    • Author(s)
      X.Zhou, T.Kano, H.Koyasu, S.Li, X.Zhou, T.Hara, M.Matsuo, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2017: Computer-Aided Diagnosis

      Volume: 10134 Pages: 101342Q-101342Q

    • DOI

      10.1117/12.2254320

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Automated detection of masses on whole breast volume ultrasound scanner: False positive reduction using deep convolutional neural network2017

    • Author(s)
      Y.Hiramatsu, C.Muramatsu, H.Kobayashi, T.Hara, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2017: Computer-Aided Diagnosis

      Volume: 10134 Pages: 101342S-101342S

    • DOI

      10.1117/12.2254581

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Development of estimation system of knee extension strength using image features in ultrasound images of rectus femoris2016

    • Author(s)
      Hiroki Murakami ; Tsuneo Watanabe ; Daisuke Fukuoka ; Nobuo Terabayashi ; Takeshi Hara ; Chisako Muramatsu ; Hiroshi Fujita
    • Journal Title

      Proc. SPIE 9790, Medical Imaging 2016: Ultrasonic Imaging and Tomography

      Volume: 9790 979012 Pages: 1-6

    • DOI

      10.1117/12.2214843

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Breast mass classification on mammograms using radial local ternary patterns2016

    • Author(s)
      Muramatsu C, Hara T, Endo T, Fujita H
    • Journal Title

      Computers in Biology and Medicine

      Volume: 72 Pages: 43-53

    • DOI

      10.1016/j.compbiomed.2016.03.007

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated detection of pulmonary nodules in PET/CT images: Ensemble false-positive reduction using a convolutional neural network technique2016

    • Author(s)
      A.Teramoto, H.Fujita, O.Yamamuro, and T.Tamaki
    • Journal Title

      Medical Physics

      Volume: 43 Issue: 6Part1 Pages: 2821-2827

    • DOI

      10.1118/1.4948498

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Estimation of the Average Glandular Dose Using the Mammary Gland Image Analysis in Mammography2016

    • Author(s)
      大塚智子,寺本篤司, 浅田恭生, 鈴木昇一, 藤田広志, 神谷 悟, 安野 泰史
    • Journal Title

      Japanese Journal of Radiological Technology

      Volume: 72 Issue: 5 Pages: 389-395

    • DOI

      10.6009/jjrt.2016_JSRT_72.5.389

    • NAID

      130005152042

    • ISSN
      0369-4305, 1881-4883
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Computer-Aided Diagnosis and Computer-Aided Surgery Systems Based on Multidisciplinary Computational Anatomy2016

    • Author(s)
      仁木登,藤田廣志,森健策
    • Journal Title

      Medical Imaging Technology

      Volume: 34 Issue: 3 Pages: 144-150

    • DOI

      10.11409/mit.34.144

    • NAID

      130005153312

    • ISSN
      0288-450X, 2185-3193
    • Related Report
      2016 Annual Research Report
  • [Journal Article] Similar image retrieval of breast masses on ultrasonography using subjective data and multidimensional scaling2016

    • Author(s)
      C.Muramatsu, T.Takahashi, T.Morita, T.Edno, and H.Fujita
    • Journal Title

      Breast Imaging (Proc. of 13th International Workshop on Breast Imaging, IWDM 2016)

      Volume: 9699 Pages: 43-50

    • DOI

      10.1007/978-3-319-41546-8_6

    • ISBN
      9783319415451, 9783319415468
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A hybrid detection scheme of architectural distortion in mammograms using iris filter and Gabor filter2016

    • Author(s)
      M.Yamazaki, A.Teramoto, and H.Fujita
    • Journal Title

      Breast Imaging (Proc. of 13th International Workshop on Breast Imaging, IWDM 2016)

      Volume: 9699 Pages: 174-182

    • DOI

      10.1007/978-3-319-41546-8_23

    • ISBN
      9783319415451, 9783319415468
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated analysis of breast tumour in the breast DCE-MR images using level set method and selective enhancement of invasive regions2016

    • Author(s)
      A.Teramoto, S.Miyajo, H.Fujita, O.Yamamuro, K.Omi, and M.Nishio
    • Journal Title

      Breast Imaging (Proc. of 13th International Workshop on Breast Imaging, IWDM 2016)

      Volume: 9699 Pages: 439-445

    • DOI

      10.1007/978-3-319-41546-8_55

    • ISBN
      9783319415451, 9783319415468
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Quantitative evaluation of alveolar bone resorption on dental panoramic radiographs by standardized dentition image transformation and probability estimation2016

    • Author(s)
      C.Muramatsu, R.Takahashi, T.Hayashi, T.Hara, T.Fukui, A.Katsumata, and H.Fujita
    • Journal Title

      Proc. of 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: none Pages: 1038-1041

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Artery and vein diameter ratio measurement based on improvement of arteries and veins segmentation on retinal images2016

    • Author(s)
      Y.Hatanaka, H.Tachiki, K.Ogohara, C.Muramatsu, S.Okumura, and H.Fujita
    • Journal Title

      Proc. of 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: none Pages: 1336-1339

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Preliminary study on the automated skull fracture detection in CT images using black-hat transform2016

    • Author(s)
      A.Yamada, A.Teramoto, T.Otsuka, K.Kohei, A.Hirofumi, and H.Fujita
    • Journal Title

      Proc. of 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: none Pages: 6437-6440

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] First trial and evaluation of anatomical structure segmentations in 3D CT images based only on deep learning2016

    • Author(s)
      X.Zhou, T.Ito, R.Takayama, S.Wang, T.Hara, and H.Fujita
    • Journal Title

      Medical Image and Information Sciences

      Volume: 33 Pages: 69-74

    • NAID

      130005249491

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Quantitative assessment of mandibular cortical erosion on dental panoramic radiographs for screening osteoporosis2016

    • Author(s)
      C.Muramatsu, K.Horiba, T.Hayashi, T.Fukui, T.Hara, A.Katsumata, and H.Fujita
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: 11 Issue: 11 Pages: 2021-2031

    • DOI

      10.1007/s11548-016-1438-8

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Three-dimensional CT image segmentation by combining 2D fully convolutional network with 3D majority voting2016

    • Author(s)
      X.Zhou, T.Ito, R.Takayama, S.Wang, T.Hara, and H.Fujita
    • Journal Title

      Proc. of Workshop on the 2nd Deep Learning in Medical Image Analysis (DLMIA) in MICCAI 2016

      Volume: LNCS 10008 Pages: 111-120

    • DOI

      10.1007/978-3-319-46976-8_12

    • ISBN
      9783319469751, 9783319469768
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Classification of teeth in cone-beam CT using deep convolutional neural network2016

    • Author(s)
      Y.Miki, C.Muramatsu, T.Hayashi, X.Zhou, T.Hara, A.Katsumata, and H.Fujita
    • Journal Title

      Computers in Biology and Medicine

      Volume: 80 Pages: 24-29

    • DOI

      10.1016/j.compbiomed.2016.11.003

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated detection of nerve fiber layer defects on retinal fundus images using fully convolutional network for early diagnosis of glaucoma2016

    • Author(s)
      R.Watanabe, C.Muramtasu, K.Ishida, A.Sawada, Y.Hatanaka, T.Yamamoto, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2017: Computer-Aided Diagnosis

      Volume: 10134 Pages: 1013438-1013438

    • DOI

      10.1117/12.2254574

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] マンモグラムと乳腺超音波画像の併用による腫瘤の類似画像検索 ~ 多次元尺度法に基づく心理物理的類似度の検討 ~2016

    • Author(s)
      高橋徹哉,村松千左子,平松祐哉,森田孝子,原 武史,遠藤登喜子,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 161-164

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 大腰筋と腸骨筋の筋走行モデルに基づく腸腰筋認識の初期検討2016

    • Author(s)
      神谷直希,周 向栄,村松千左子,原 武史,加藤博基,東 華岳,横山龍二郎,姜 慧研,松尾政之,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 183-186

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 骨粗鬆症早期発見のための歯科パノラマX線写真上の下顎皮質骨自動解析法2016

    • Author(s)
      堀場一輝,村松千左子,林 達郎,福井達真,原 武史,勝又明敏,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 211-214

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] マンモグラムにおける医学的知見に基づく構築の乱れの自動検出法の開発2016

    • Author(s)
      伊藤彰宏,松原友子,角森昭教,原 武史,村松千左子,遠藤登喜子,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 229-232

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] アトラスに基づく胸鎖乳突筋自動認識手法の全身CT画像への適用2016

    • Author(s)
      家田皓将,神谷直希,周 向栄,山田 恵,加藤博基,村松千左子,原 武史,三好利治,犬塚 貴,松尾政之,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 247-250

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 歯科パノラマX線写真における非剛体画像変形と濃淡勾配解析を利用した歯槽頂線検出による歯槽骨吸収レベルの半自動評価法2016

    • Author(s)
      高橋 龍,村松千左子,原 武史,林 達郎,福井達真・勝又明敏,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 327-330

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models &#8211; Progress overview FY2015 -2016

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, M.Kanematsu, T.Katafuchi, T.Matsubara, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Journal Title

      Proc. of the 2nd International Symposium on the Project “Multidisciplinary Computational Anatomy”

      Volume: - Pages: 91-101

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Utilization of computer-aided detection system in diagnosing unilateral maxillary sinusitis on panoramic radiographs2016

    • Author(s)
      Y.Ohashi, Y.Ariji, A.Katsumata, H.Fujita, M.Nakayama, M.Fukuda, M.Nozawa, and E.Ariji
    • Journal Title

      Dentomaxillofacial Radiology

      Volume: 45 Issue: 3 Pages: 20150419-20150419

    • DOI

      10.1259/dmfr.20150419

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Automatic quantification of mammary glands on non-contrast X-ray CT by using a novel segmentation approach2016

    • Author(s)
      Xiangrong Zhou,Takuya Kano,Yunliang Cai,Shuo Li,Xinxin Zhou,Takeshi Hara,Ryujiro Yokoyama,Hiroshi Fujita
    • Journal Title

      Proc. SPIE, Medical Imaging: Computer-Aided Diagnosis

      Volume: 9785 Pages: 97851Z-97851Z

    • DOI

      10.1117/12.2217256

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Automated blood vessel extraction using local features on retinal images2016

    • Author(s)
      Y.Hatanaka, K.Samo, M.Tajima, K.Ogohara, C.Muramatsu, S.Okumura, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis

      Volume: 9785 Pages: 97852F-97852F

    • DOI

      10.1117/12.2216572

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated detection of retinal nerve fiber layer defects on fundus images: false positive reduction based on vessel likelihood2016

    • Author(s)
      C.Muramatsu, K.Ishida, A.Sawada, Y.Hatanaka, T.Yamamoto, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis

      Volume: 9785 Pages: 97852L-97852L

    • DOI

      10.1117/12.2216662

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automated recognition of the iliac muscle and modeling of muscle fiber direction in torso CT images2016

    • Author(s)
      N. Kamiya, X. Zhou, K. Azuma, C. Muramatsu, T. Hara and H. Fujita
    • Journal Title

      Proceedings of SPIE Medical Imaging 2016

      Volume: 9785 Pages: 97853K-97853K

    • DOI

      10.1117/12.2214613

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Three modality image registration of brain SPECT/CT and MR images for quantitative analysis of dopamine transporter imaging2016

    • Author(s)
      Y.Yamaguchi, Y.Takeda, T.Hara, X.Zhou, M.Matsusako, Y.Tanaka, K.Hosoya, T.Nihei, T.Katafuchi, and H.Fujita
    • Journal Title

      Proc. SPIE Medical Imaging 2016: Biomedical Applications in Molecular

      Volume: 9788 Pages: 97881V-97881V

    • DOI

      10.1117/12.2217384

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 体幹部CT画像における筋の走行モデルに基づく棘上筋自動認識の初期検討2015

    • Author(s)
      潟渕達也,神谷直希,久米正矩,周 向栄,陳 華岳,神谷あすみ,村松千左子,原 武史,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 117-120

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Computer-aided assessment of hepatic contour abnormalities as an imaging biomarker for the prediction of hepatocellular carcinoma development in patients with chronic hepatitis C2015

    • Author(s)
      Goshima S, Kanematsu M, Kondo H, Watanabe H, Noda Y, Fujita H, Bae KT
    • Journal Title

      Eur J Radiol

      Volume: 84 Issue: 5 Pages: 811

    • DOI

      10.1016/j.ejrad.2015.01.009

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Quantitative analysis of torso FDG-PET scans by using anatomical standardization of normal cases from thorough physical examinations2015

    • Author(s)
      T.Hara, T.Kobayashi, S.Ito, X.Zhou, T.Katafuchi, and H.Fujita
    • Journal Title

      PLOS ONE

      Volume: 10 Issue: 5 Pages: 1-16

    • DOI

      10.1371/journal.pone.0125713

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Preliminary study on the automated detection of tumors using the characteristic features from unenhanced MR images2015

    • Author(s)
      H.Adachi, A.Teramoto, S.Miyajo, O.Yamamuro, K.Ohmi, M.Nishio, and H.Fujita
    • Journal Title

      Proc. of SPIE Medical Imaging 2015: Computer-Aided Diagnosis

      Volume: 9414 Pages: 94142A-94142A

    • DOI

      10.1117/12.2081683

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated classification of mandibular cortical bone on dental panoramic radiographs for early detection of osteoporosis2015

    • Author(s)
      K.Horiba, C.Muramatsu, T.Hayashi, T.Fukui, T.Hara, A.Katsumata, and H.Fujita
    • Journal Title

      Proc. of SPIE Medical Imaging 2015: Computer-Aided Diagnosis

      Volume: 9414 Pages: 94142J-94142J

    • DOI

      10.1117/12.2081512

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated detection of lung tumors in PET/CT images using active contour filter2015

    • Author(s)
      A.Teramoto, H.Adachi, M.Tsujimoto, H.Fujita, K.Takahashi, O.Yamamuro, T.Tamaki, M.Nishio, and T.Kobayashi
    • Journal Title

      Proc. of SPIE Medical Imaging 2015: Computer-Aided Diagnosis

      Volume: 9414 Pages: 94142V-94142V

    • DOI

      10.1117/12.2081680

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Semi-automated measurement of heart-to-mediastinum ratio on 123I-MIBG myocardial scintigrams by using image fusion method with chest X-ray images2015

    • Author(s)
      R.Kawai, T.Hara, T.Katafuchi, M.Ishihara, X.Zhou, C.Muramatsu, Y.Abe, and H.Fujita
    • Journal Title

      Proc. of SPIE Medical Imaging 2015: Computer-Aided Diagnosis

      Volume: 9414 Pages: 941433-941433

    • DOI

      10.1117/12.2081630

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automatic anatomy partitioning of the torso region on CT images by using multiple organ localizations with a group-wise calibration technique2015

    • Author(s)
      Xiangrong Zhou; Syoichi Morita; Xinxin Zhou; Huayue Chen; Takeshi Hara; Ryujiro Yokoyama; Masayuki Kanematsu; Hiroaki Hoshi; Hiroshi Fujita
    • Journal Title

      SPIE Medical Imaging

      Volume: 94143K Pages: 94143K-94143K

    • DOI

      10.1117/12.2081786

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 半自動解析法を用いたPatlak plot法に基づく平均脳血流量の測定法2015

    • Author(s)
      小保田智彦,多湖博史,原 武史,福岡大輔,片渕哲朗,後藤裕夫,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 23-26

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Magnetic resonance imaging of uterine fibroids: A preliminary investigation into the usefulness of 3D-rendered images for surgical planning2015

    • Author(s)
      S. A. Z. B. S.Aluwee, H.Kato, X.Zhou, T.Hara, H.Fujita, M.Kanematsu, T.Furui, R.Yano, N.Miyai, and K.Morishige
    • Journal Title

      SpringerPlus

      Volume: 4 Issue: 1 Pages: 1-8

    • DOI

      10.1186/s40064-015-1170-9

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] An automated method for detecting architectural distortions on mammograms using direction analysis of linear structure2015

    • Author(s)
      T.Matsubara, A.Ito, A.Tsunomori, T.Hara, C.Muramatsu, T.Endo, and H.Fujita
    • Journal Title

      Proc. of 37th Annual International Conference of the IEEE EMBS

      Volume: - Pages: 2661-2664

    • DOI

      10.1109/embc.2015.7318939

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 全身CT画像における全身骨格筋認識のためのTPS法に基づく体腔認識の検討2015

    • Author(s)
      家田皓将,神谷直希,周 向栄,山田 恵,加藤博基,東 華岳,村松千左子,原 武史,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115 Pages: 35-38

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Application of telemedicine to assess mandibular cortical width on panoramic images of dental patients in the Lao People's Democratic Republic2015

    • Author(s)
      Sisounthone J,Ejima K, Nakajima I, Honda K, Hosono S,Vongsa S, Matsumoto K,Kuwata F, H Aboshi, Sidaphone B, Lyvongsa A, Ngonephady S, Sitthiphanh A, Otsuka K, Katsumata A, Fujita H.
    • Journal Title

      Oral Radiology

      Volume: 31 Issue: 3 Pages: 1-5

    • DOI

      10.1007/s11282-015-0198-4

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Preliminary study on the automated measurement of mammary gland ratio in the mammogram2015

    • Author(s)
      寺本篤司, 小林美早紀, 大塚智子, 山崎瑞季, 安野泰史, 藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 32 Issue: 3 Pages: 63-67

    • DOI

      10.11318/mii.32.63

    • NAID

      130005099504

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Automated detection for carotid artery calcifications in dental panoramic radiographs2015

    • Author(s)
      服部佑香,村松千左子,高橋 龍,原 武史,林 達郎,周 向栄,勝又明敏,藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 32 Issue: 3 Pages: 68-70

    • DOI

      10.11318/mii.32.68

    • NAID

      130005099503

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 肺がんCT検診CADシステムの現状と今後の展望2015

    • Author(s)
      藤田広志
    • Journal Title

      医学物理

      Volume: 35 Pages: 163-166

    • NAID

      130005162121

    • Related Report
      2015 Annual Research Report
  • [Journal Article] アイリスフィルタとガボールフィルタを併用した乳房X線画像における構築の乱れの自動検出手法2015

    • Author(s)
      山崎瑞季, 大塚智子, 寺本篤司, 藤田広志
    • Journal Title

      Medical Imaging Technology

      Volume: 33 Pages: 197-202

    • NAID

      130005110539

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Preliminary study on the automated analysis of tumor in the dynamic contrast enhanced breast MR images: estimation of invasive regions using signal value of normal mammary gland and delayed‐phase images2015

    • Author(s)
      宮條さとみ, 寺本篤司, 山室 修, 大見久美子, 西尾正美, 藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 32 Issue: 4 Pages: lxi-lxiv

    • DOI

      10.11318/mii.32.lxi

    • NAID

      130005116561

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Advanced automatic method for detecting maxillary sinusitis on dental panoramic radiographs2015

    • Author(s)
      三木勇磨, 原 武史, 村松千左子, 林 達郎, 勝又明敏, 周 向栄, 藤田広志
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 32 Issue: 4 Pages: 77-80

    • DOI

      10.11318/mii.32.77

    • NAID

      130005116556

    • ISSN
      0910-1543, 1880-4977
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Selection of optimal shape features for staging hepatic fibrosis on CT image2015

    • Author(s)
      X.J.Zhang, B.Zhou, K.Ma, X.H.Qu, X.M.Tan, X.Gao, W.Yan, L.L.Long, and H.Fujita
    • Journal Title

      Journal of Medical Imaging and Health Informatics

      Volume: 5 Issue: 8 Pages: 1926-1930

    • DOI

      10.1166/jmihi.2015.1671

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Effective staging of fibrosis by the selected texture features of liver: Which one is better, CT or MR imaging?2015

    • Author(s)
      X.Zhang, X.Gao, B.J.Liu, K.Ma, W.Yan, L.Liling, H.Yuhong, and H.Fujita
    • Journal Title

      Journal of Computerized Medical Imaging and Graphics

      Volume: 46 Pages: 227-236

    • DOI

      10.1016/j.compmedimag.2015.09.003

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Eigenspace template matching for detection of lacunar infarcts on MR images2015

    • Author(s)
      Y.Uchiyama, A.Abe, C.Muramatsu, T.Hara, J.Shiraishi, and H.Fujita
    • Journal Title

      Journal of Digital Imaging

      Volume: VOL.28 Issue: 1 Pages: 116-122

    • DOI

      10.1007/s10278-014-9711-2

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 濃度勾配ベクトル集中度による眼底画像における毛細血管瘤の自動検出2015

    • Author(s)
      井上 剛,畑中裕司,奥村 進,小郷原一智,村松千左子,藤田広志
    • Journal Title

      画像電子学会誌

      Volume: 44巻 Pages: 58-66

    • NAID

      130005108213

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated detection of lung tumors in PET/CT Images: Improved detection using active contour filter2015

    • Author(s)
      A. Teramoto, H. Fujita, K. Takahashi, O. Yamamuro, T. Tamaki M. Nishio, and T. Kobayashi
    • Journal Title

      Proc. of 2015 Joint Conference of IWAIT and IFMIA

      Volume: none

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Preliminary on uterine fibroids segmentation and visualization on MRI for surgery planning2015

    • Author(s)
      S. A. Z. B. S. Aluwee, X. Zhou, H. Kato, T. Hara, M. Kanematsu, and H. Fujita
    • Journal Title

      Proc. of 2015 Joint Conference of IWAIT and IFMIA

      Volume: none

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Automated recognition method of lower sternocleidomastoid muscle using atlas based method for its nonrigid deformation and anatomical alignment in torso CT images: Preliminary study2015

    • Author(s)
      K. Ieda, N. Kamiya, X. Zhou, C. Muramatsu, H. Chen, T. Hara, and H. Fujita
    • Journal Title

      Proc. of 2015 Joint Conference of IWAIT and IFMIA

      Volume: none

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Automated detection of microaneurysms using improved density gradient vector concentration on retinal fundus images2015

    • Author(s)
      Y. Hatanaka, S. Okumura, K. Ogohara, T. Inoue, C. Muramatsu, and H. Fujita
    • Journal Title

      Proc. of 2015 Joint Conference of IWAIT and IFMIA

      Volume: none

    • Related Report
      2014 Annual Research Report
  • [Journal Article] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy-Plan of five years and progress overview FY2014-2015

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, H.Chen, D.Fukuoka, N.Kamiya, M.Kanematsu, T.Katafuchi, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Journal Title

      Proc. of the First International Symposium on the Project “Multidisciplinary Computational Anatomy”

      Volume: none Pages: 45-51

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] ラクナ梗塞検出のためのカーネル固有空間テンプレートマッチング2015

    • Author(s)
      村川彩希,谷河文香,内山良一,村松千左子,原 武史,藤田広志
    • Journal Title

      日本放射線技術学会雑誌

      Volume: 71巻 Pages: 85-91

    • NAID

      130004776322

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 体幹部CT画像における筋線維の走行に基づく腸骨筋の自動認識法の開発2015

    • Author(s)
      神谷直希,安藤嘉基,周 向栄,村松千左子,原 武史,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: VOL.114 Pages: 63-66

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 歯科パノラマX線写真における上顎洞領域の半自動決定法2015

    • Author(s)
      三木勇磨,原 武史,村松千左子,林 達郎,勝又明敏,周 向栄,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: VOL.114 Pages: 111-114

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Patlak plot法に基づく大脳平均脳血流量の自動解析法2015

    • Author(s)
      小保田智彦,原 武史,多湖博史,福岡大輔,片渕哲朗,後藤裕夫,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: VOL.114 Pages: 115-118

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Development and evaluation of statistical shape modeling for principal inner organs on torso CT images2014

    • Author(s)
      Xiangrong Zhou
    • Journal Title

      Radiological Physics and Technology

      Volume: 7 Issue: 2 Pages: 1-7

    • DOI

      10.1007/s12194-014-0261-6

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Progress of computer-aided detection/diagnosis (CAD) in dentistry2014

    • Author(s)
      A. Katsumata and H. Fujita
    • Journal Title

      Japanese Dental Science Review

      Volume: VOL.50 Issue: 3 Pages: 63-68

    • DOI

      10.1016/j.jdsr.2014.03.002

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 脳MR画像におけるラクナ梗塞の検出法の改良-AdaBoostテンプレートマッチングを用いた偽陽性削除2014

    • Author(s)
      谷河文香,内山良一,村松千左子,原 武史,白石順二,藤田広志
    • Journal Title

      医用画像情報学会雑誌

      Volume: 31巻 Pages: 41-46

    • NAID

      130004876122

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Improved automated optic cup segmentation based on detection of blood vessel bends in retinal fundus images2014

    • Author(s)
      Y. Hatanaka, Y. Nagahata, C. Muramatsu, S. Okumura, K. Ogohara, A. Sawada, K. Ishida, T. Yamamoto, and H. Fujita
    • Journal Title

      Proc. of 36th Annual International IEEE EMBS Conference

      Volume: none Pages: 126-129

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 体幹部 FDG-PET/CT画像における統計画像解析法の基礎検討2014

    • Author(s)
      清水美帆,原 武史,周 向栄,村松千左子,伊藤 哲,汲田伸一郎,石原圭一,片渕哲朗,藤田広志
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: VOL.114 Pages: 39-42

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 歯科パノラマX線写真を用いた骨粗鬆症早期発見のための下顎皮質骨自動厚み計測法の開発-線状構造の抽出-2014

    • Author(s)
      堀場一輝,村松千左子,林 達郎,福井達真,原 武史,勝又明敏,藤田広志
    • Journal Title

      Medical Imaging Technology

      Volume: 32巻 Pages: 342-346

    • NAID

      130004707289

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] Initial study on the classification of amyotrophic diseases using texture analysis and deep learning in whole-body CT images2019

    • Author(s)
      N.Kamiya, A.Oshima, E.Asano, X.Zhou, M.Yamada, H.Kato, C.Muramatsu, T.Hara, T.Miyoshi, M.Matsuo, and H.Fujita
    • Organizer
      The Joint 2019 International Workshop on Advanced Image Technology & International Forum on Medical Imaging in Asia
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simulated Nodule Generation for Improving Computerized Classification of Lung Nodules in CT2019

    • Author(s)
      C.Murmatsu, T.Goto, M.Nishio, M.Yakami and H.Fujita
    • Organizer
      The Joint 2019 International Workshop on Advanced Image Technology & International Forum on Medical Imaging in Asia
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated detection of abnormal tumors on FDG-PET/CT images based on anatomical standardization using organ segmentations by deep learning2019

    • Author(s)
      T.Hara, M.Haga, X.Zhou, M.Matsusako, and H.Fujita
    • Organizer
      The Joint 2019 International Workshop on Advanced Image Technology & International Forum on Medical Imaging in Asia
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 体幹部CT画像における脊柱起立筋の付着領域と筋束特徴を用いた筋束走行の表現手法の開発2019

    • Author(s)
      久米正矩,神谷直希,周 向栄,加藤博基,東 華岳,村松千左子,原 武史,三好利治,松尾政之,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 深層学習を用いた3次元CT画像からの多臓器位置検出2019

    • Author(s)
      小島拓也,周 向栄,原 武史,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 深層学習を利用したマンモグラムと乳腺超音波画像の腫瘤陰影の類似画像検索の検討2019

    • Author(s)
      樋口峻市,村松千左子,藤田広志,大岩幹直,森田孝子
    • Organizer
      医用画像情報学会平成30年度春季(第183回)大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 3D-DeepCNNを用いたCT 画像からの多臓器の自動抽出手順の性能評価2019

    • Author(s)
      鈴木 凱,周 向栄,原 武史,藤田広志
    • Organizer
      医用画像情報学会平成30年度春季(第183回)大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] AI(人工知能)新時代における医用画像支援診断の新潮流2019

    • Author(s)
      藤田広志
    • Organizer
      第36回Radiology Forum特別講演会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Deep-learning based AI applications to dental radiography analysis2019

    • Author(s)
      H.Fujita
    • Organizer
      2nd European Congress on Dentistry and Oral Health-2019
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Image retrieval of breast masses on ultrasound images2019

    • Author(s)
      C.Muramatsu, S.Higuchi, T.Morita, M.Oiwa,T .Kawasaki, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2019
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic anatomy partitioning of the torso region on CT images by using a deep convolutional network with majority voting2019

    • Author(s)
      X.Zhou, T.Kojima, S.Wang, X.Zhou, T.Hara, T.Nozaki, M.Matsusako, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2019
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registration2019

    • Author(s)
      H.Yu, X.Zhou, H.Jiang, H.Kang, Z.Wang, T.Hara, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2019
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models - Progress Overview FY2018 -2019

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, T.Katafuchi, T.Matsubara, M.Matsuo, T.Miyati, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Organizer
      The Fifth International Symposium on the Project “Multidisciplinary Computational Anatomy”
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated classification and segmentation of malignant pulmonary cells in the cytological image2018

    • Author(s)
      A.Teramoto, A.Yamada, Y.Kiriyama, T.Tsukamoto, Y.Ke, Z.Ling, K.Saito, and H.Fujita
    • Organizer
      4th Digital Pathology Congress: Asia Pacific
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 第3次AIブーム時代におけるコンピュータ支援診断/検出(CAD)の現状と将来2018

    • Author(s)
      藤田広志
    • Organizer
      第72回 NPO 法人日本口腔科学会学術集会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 全身CT画像における3Dテクスチャ解析による萎縮を伴う筋疾患の上肢・下肢組織別画像特徴解析2018

    • Author(s)
      淺野瑛里香,神谷直希,周 向栄,山田 恵,加藤博基,村松千左子,原 武史,三好利治,松尾政之,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 脳SPECT像と脳MR像の画像融合及び2D-FCNによる領域分割を用いたドパミントランスポーターイメージングの定量解析2018

    • Author(s)
      横井翔伍,原 武史,片渕哲朗,松迫正樹,周 向栄,藤田広志
    • Organizer
      第2回人工知能応用医用画像研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] AI新時代における医用画像支援診断の新潮流2018

    • Author(s)
      藤田広志
    • Organizer
      電子情報通信学会東海支部第2回一般講演会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications2018

    • Author(s)
      G.Zheng, N.Kamiya, J.Li, M.Kume, H.Fujita, D.Shen
    • Organizer
      CARS 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated classification of pulmonary nodule in CT images: Development of analysis method using multi DCNNs2018

    • Author(s)
      Y.Onishi, A.Teramoto, A.Yamada, M.Tsujimoto, T.Inoue, K.Imaizumi, H.Toyama, K.Saito, and H.Fujita
    • Organizer
      the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Current Status and Future of Computer-Aided Diagnosis (CAD) in Clinical Imaging in the New Era of Artificial Intelligence (AI)2018

    • Author(s)
      H.Fujita
    • Organizer
      2018 3rd International Conference on Biomedical Signal and Image Processing (ICBIP 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 深層畳み込みニューラルネットワークを用いた肺細胞診画像の良悪性鑑別2018

    • Author(s)
      寺本篤司,山田あゆみ,桐山諭和,塚本徹哉,今泉和良,Yan Ke, Zhang Ling, Ronald M.Summers,齋藤邦明,藤田広志
    • Organizer
      生体医工学シンポジウム2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] Morphological classification of the cortical bone layer using deep learning in panoramic radiography2018

    • Author(s)
      W.Nishiyama, Y.Yanashita, C.Muramatsu, T.Hara, H.Fujita, and A.Katsumata
    • Organizer
      The Radiological Society of North America
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 医用画像診断におけるAI2018

    • Author(s)
      藤田広志
    • Organizer
      デザインガイヤ2018(主催:電子情報通信学会 VLD/CPSY/DC/RECONF/ICD/CPM/IE研究会,情報処理学会 SLDM/ARC/EMB研究会)
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 人工知能のひろがりと医療応用2018

    • Author(s)
      藤田広志
    • Organizer
      平成29年度日本放射線技術学会中部支部支部セミナー「人工知能ことはじめ」~診療放射線技師が知っておくべきこと~
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 3D DeepCNNに基づくCT画像からの多臓器の自動抽出に関する基礎的な検討2018

    • Author(s)
      山田一馬,小島拓也,周 向栄,原 武史,藤田広志
    • Organizer
      岐阜大学工学部附属知能科学研究センターセミナー深層学習研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ドパミントランスポーターイメージングにおけるCT像を利用した類似線条体領域に基づく定量解析法2018

    • Author(s)
      竹田優太,横井翔伍,田中悠貴,原 武史,周 向栄,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度春季(第180回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 自動乳房超音波スキャン画像における深層学習を用いた腫瘤検出手法の検討2018

    • Author(s)
      平松祐哉,村松千左子,小林宏暢,原 武史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度春季(第180回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Performance evaluation of 2D and 3D deep learning approaches for automatic segmentation of multiple organs on CT images2018

    • Author(s)
      X. Zhou, K. Yamada, T. Kojima, R. Takayama, S. Wang, X.X. Zhou, T. Hara, and H. Fujita
    • Organizer
      SPIE Medical Imaging 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Similarity estimation for reference image retrieval in mammograms using convolutional neural network2018

    • Author(s)
      Muramatsu C, Higuchi S, Morita T, Oiwa M, Fujita H
    • Organizer
      SPIE Med Imaging 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models - Progress Overview FY2016 -2018

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, T.Katafuchi, T.Matsubara, M.Matsuo, T.Miyati, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Organizer
      The Fourth International Symposium on the Project “Multidisciplinary Computational Anatomy”
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 体幹部CT画像におけるdeep CNNを用いた脊柱起立筋領域の自動認識と付着部位認識の初期検討2018

    • Author(s)
      久米正矩,神谷直希,Guoyan Zheng,周 向栄,加藤博基,東 華岳,村松千左子,原 武史,三好利治,松尾政之,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 2次元と3次元深層学習を併用したCT画像からの多臓器の自動抽出法2018

    • Author(s)
      小島拓也,山田一馬,周 向栄,原 武史,姜 慧研,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Related Report
      2017 Annual Research Report
  • [Presentation] ドパミントランスポーターイメージングにおける脳SPECT/CT像とMR像の位置合わせと線条体集積の定量解析2018

    • Author(s)
      原 武史,竹田優太,横井翔伍,松迫正樹,野崎太希,周 向栄,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Construction of Carbohydrate Metabolism Model Based on Data-driven Organ Segmentation in PET/CT Images2017

    • Author(s)
      T.Hara and X.Zhou
    • Organizer
      The 3rd International Symposium on the Project “Multidisciplinary Computational Anatomy”
    • Place of Presentation
      奈良県文化会館
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models - Progress Overview FY2016 -2017

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, M.Matsuo, T.Katafuchi, T.Matsubara, T.Miyati, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Organizer
      The 3rd International Symposium on the Project “Multidisciplinary Computational Anatomy”
    • Place of Presentation
      奈良県文化会館
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach2017

    • Author(s)
      X.Zhou, R.Takayama, S.Wang, X.Zhou, T.Hara, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2017
    • Place of Presentation
      Renaissance Orlando at Sea World/Orlando, Florida
    • Year and Date
      2017-02-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated detection of nerve fiber layer defects on retinal fundus images using fully convolutional network for early diagnosis of glaucoma2017

    • Author(s)
      R.Watanabe, C.Muramtasu, K.Ishida, A.Sawada, Y.Hatanaka, T.Yamamoto, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2017
    • Place of Presentation
      Renaissance Orlando at Sea World/Orlando, Florida
    • Year and Date
      2017-02-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tooth labeling in cone-beam CT using deep convolutional neural network for forensic identification2017

    • Author(s)
      Y.Miki, C.Muramatsu, T.Hayashi, X.Zhou, T.Hara, A.Katsumata, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2017
    • Place of Presentation
      Renaissance Orlando at Sea World/Orlando, Florida
    • Year and Date
      2017-02-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated analysis of whole skeletal muscle for muscular atrophy detection of ALS in whole-body CT images: preliminary study2017

    • Author(s)
      N.Kamiya, K.Ieda, X.Zhou, M.Yamada, H.Kato, C.Muramatsu, T.Hara, T.Miyoshi, T.Inuzuka, M.Matsuo, and H.Fujit
    • Organizer
      SPIE Medical Imaging 2017
    • Place of Presentation
      Renaissance Orlando at Sea World/Orlando, Florida
    • Year and Date
      2017-02-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated assessment of breast tissue density in non-contrast 3D CT images without image segmentation based on a deep CNN2017

    • Author(s)
      X.Zhou, T.Kano, H.Koyasu, S.Li, X.Zhou, T.Hara, M.Matsuo, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2017
    • Place of Presentation
      Renaissance Orlando at Sea World/Orlando, Florida
    • Year and Date
      2017-02-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated detection of masses on whole breast volume ultrasound scanner: False positive reduction using deep convolutional neural network2017

    • Author(s)
      Y.Hiramatsu, C.Muramatsu, H.Kobayashi, T.Hara, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2017
    • Place of Presentation
      Renaissance Orlando at Sea World/Orlando, Florida
    • Year and Date
      2017-02-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvement of detection sensitivity of architectural distortion in mammogram: hybrid false-positive reduction using convolutional neural network2017

    • Author(s)
      Mizuki Yamazaki, Atsushi Teramoto, Ryoichi Kato, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A generic approach to multiple organs segmentation in 3D CT or FDG-PET images based only on a deep convolutional network2017

    • Author(s)
      Xiangrong Zhou, Ryosuke Takayama, Kenshiro Takeda, Takeshi Hara, Masaya Kato, Satoshi Ito, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of automated fracture detection method in head CT images using surface selective black-hat transform2017

    • Author(s)
      Ayumi Yamada, Atsushi Teramoto, Ryoichi Kato, Kohei Kudos, Tomato Otsuka, Hirofumi Anno, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Teeth classification in cone-beam CT using deep convolutional neural network for forensic identification2017

    • Author(s)
      Yuma Miki, Chisako Muramatsu, Tatsuro Hayashi, Xiangrong Zhou, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated classification of arteries and veins in retinal images for measurement of arteriolar-to-venular diameter ratio2017

    • Author(s)
      Kazuki Samo, Yuji Hatanaka, Kazunori Ogohara, Wataru Sunayama, Chisako Muramatsu, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A preliminary study on the automated classification of lung cancers in microscopic images using deep convolutional neural networks2017

    • Author(s)
      Atsushi Teramoto, Tetsuya Tsukamoto, Yuka Kiriyama, Ryoichi Kato, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detection of Unruptured Aneurysms on MRA Images By Using GC Filter Bank and Neural Network2017

    • Author(s)
      Kengo Mori, Yoshikazu Uchiyama, Takeshi Hara, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preliminary Study: A Person Identification Method Using Blood Vessel in Retinal Fundus Images2017

    • Author(s)
      Mikiya Tajima, Yuji Hatanaka, Kazunori Ogohara, Wataru Sunayama, Ryo Kawasaki, Koko Saito, Chisako Muramatsu, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvement of Supraspinous Muscle Recognition Methods based on the Anatomical Features on the Scapula in Torso CT Images2017

    • Author(s)
      Tatsuya Katafuchi, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Kagaku Azuma, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Masayuki Matsuo, Hiroshi Fujita
    • Organizer
      International Forum on Medical Imaging in Asia 2017 (IFMIA2017)
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Basic Study on Noise Reduction Method of the Medical Images using Deep Bilateral Filter2017

    • Author(s)
      Ayumi Yamada, Atsushi Teramoto, Takahiro Nakase, Hiroshi Fujita
    • Organizer
      第73回日本放射線技術学会総会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Improved Detection Method of Skull Fracture in Head CT Images using Surface Selective Black-Hat Transform2017

    • Author(s)
      Ayumi Yamada, Atsushi Teramoto, Kohei Kudo, Tomoko Otsuka, Hrofumi Anno, Hiroshi Fujita
    • Organizer
      第73回日本放射線技術学会総会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Automated Detection of Breast Tumors Using Dedicated Breast PET Images and PET / CT Images: Preliminary Study on a Hybrid Detection Scheme2017

    • Author(s)
      Natsuki Minoura, Atsushi Teramoto, Osamu Yamamuro, Kaho Murase, Akari Ito, Katsuaki Takahashi, Kumiko Omi, Masami Nishio, Hiroshi Fujita
    • Organizer
      第73回日本放射線技術学会総会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Evaluation of Imaging Properties in Clinical Conditions Using Dedicated Breast PET Images2017

    • Author(s)
      Natsuki Minoura, Atsushi Teramoto, Osamu Yamamuro, Kaho Murase, Akari Ito, Katsuaki Takahashi, Akihiro Kojima, Hiroshi Fujita
    • Organizer
      第73回日本放射線技術学会総会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep Convolutional Neural Networkを用いた肺癌細胞像の自動分類2017

    • Author(s)
      塚本徹哉, 寺本篤司, 桐山諭和, 黒田 誠, 今泉和良, 藤田広志
    • Organizer
      第106回日本病理学会総会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 眼底画像における全畳み込みニューラルネットワークを用いた網膜神経線維層欠損検出法の改良2017

    • Author(s)
      渡邊颯友,村松千左子,周 向栄,畑中裕司,原 武史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度年次(第178回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 細胞診画像を用いた肺癌細胞型の自動分類に関する研究2017

    • Author(s)
      竹内野々子, 山田あゆみ, 寺本篤司, 塚本徹哉, 藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度年次(第178回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] PET/CT画像と単純CT画像を用いた肺結節の悪性度自動解析手法の開発2017

    • Author(s)
      大西佑弥,寺本篤司,辻本正和,井上敬浩,塚本徹哉,今泉和良,外山 宏,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度年次(第178回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた脳MRフレアー像からの線条体領域の領域分割法2017

    • Author(s)
      横井翔伍,竹田優太,原 武史,福岡大輔,田中悠貴,松迫正樹,飯田聖一郎,野崎太希,片渕哲朗,周 向栄,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度年次(第178回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep convolutional neural networkとBilateral filterの併用による医用画像の画質改善手法2017

    • Author(s)
      杉山晴香,中瀬隆太,山田あゆみ,寺本篤司,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度年次(第178回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 第3次AIブームにおけるコンピュータ支援診断(CAD)2017

    • Author(s)
      藤田広志
    • Organizer
      第10回ATSセミナー
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Segmental recognition of skeletal muscle in whole-body CT images and its texture analysis using skeletal muscle models2017

    • Author(s)
      N. Kamiya, E. Asano, X. Zhou, M. Yamada, H. Kato, K. Azuma, C. Muramatsu, T. Hara, T. Miyoshi, T. Inuzuka, M. Matsuo and H. Fujita
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated classification of lung tumors using PET/CT and microscopic images2017

    • Author(s)
      Atsushi Teramoto, Tetsuya Tsukamoto, Yuka Kiriyama, Masakazu Tsujimoto, Hiroshi Toyama, Kazuyoshi Imaizumi, Hiroshi Fujita
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 緑内障診断のための網膜神経線維層欠損の検出 ~ 畳み込みニューラルネットワークを用いた領域分割と物体検出法の比較 ~2017

    • Author(s)
      村松千左子,渡邊颯友,石田恭子,澤田 明,畑中裕司,山本哲也,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会(MI)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep Convolutional Neural Network for Forensic Odontology2017

    • Author(s)
      Chisako Muramatsu, Yuma Miki, Yudai Yanashita, Tatsuro Hayashi, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita
    • Organizer
      39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Retinal biometrics based on iterative closest point algorithm2017

    • Author(s)
      Yuji Hatanaka, Mikiya Tajima, Ryo Kawasaki, Koko Saito, Kazunori Ogohara, Chisako Muramatsu, Wataru Sunayama and Hiroshi Fujita
    • Organizer
      The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'17)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 深層学習を用いたCT 画像からの椎体位置の自動検出と椎体骨折の分類2017

    • Author(s)
      小島拓也,周 向栄,東 華岳,横山龍二郎,原 武史,松尾政之,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] deep CNN に基づく体幹部CT 画像上の第12 胸椎断面における脊柱起立筋領域の自動認識2017

    • Author(s)
      久米正矩,神谷直希,周 向栄,加藤博基,東 華岳,村松千左子,原 武史,三好利治,松尾政之,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 畳み込みニューラルネットワークを用いた眼底画像における毛細血管瘤の自動検出2017

    • Author(s)
      宮下充浩,畑中裕司,小郷原一智,村松千左子,砂山 渡,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層畳み込みニューラルネットワークを用いた眼底の血管抽出2017

    • Author(s)
      井川 響,畑中裕司,砂山 渡,小郷原一智,村松千左子,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 3D-DeepCNN を用いたCT 画像からの多臓器の自動抽出と性能評価2017

    • Author(s)
      周 向栄,山田一馬,飯盛広規,周 欣欣,原 武史,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた歯科的個人識別のための歯科用 cone-beam CT における歯列の認識手法2017

    • Author(s)
      沓名将太,村松千左子,林 達郎,周 向栄,原 武史,勝又明敏,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 歯科パノラマX 線画像における深層学習を用いた身元確認用データの自動収集2017

    • Author(s)
      柳下侑大,村松千左子,周 向栄,西村 航,林 達郎,原 武史,勝又明敏,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 体幹部CT画像における棘下筋の自動認識のための棘下窩の特徴認識2017

    • Author(s)
      潟渕達也,神谷直希,周 向栄,加藤博基,東 華岳,村松千左子,原 武史,三好利治,松尾政之,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 遺伝子型と画像特徴を用いたコンピュータ支援診断軽度認知障害とアルツハイマー型認知症の脳萎縮の定量評価2017

    • Author(s)
      甲斐千遥,内山良一,白石順二,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ドパミントランスポーターイメージングにおけるCT 像とMR像の位置合わせを利用した定量解析システム2017

    • Author(s)
      竹田優太,横井翔伍,田中悠貴,原 武史,周 向栄,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 脳CT 像の類似画像探索に基づくドパミントランスポーターイメージングにおける定量解析手法2017

    • Author(s)
      横井翔伍,竹田優太,原 武史,田中悠貴,村松千左子,周 向栄,野崎太希,松迫正樹,片渕哲朗,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 123I-IMP ダイナミックシンチグラムを用いたGraphPlot 法における関心領域の自動決定法2017

    • Author(s)
      広瀬香澄,原 武史,田中悠貴,村松千左子,片渕哲朗,松迫正樹,周 向栄,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 脳血流シンチグラフィ検査におけるPatlak plot 法に基づく平均脳血流量の自動測定システムの開発2017

    • Author(s)
      籾内政哉,原 武史,福岡大輔,多湖博史,後藤裕夫,片渕哲朗,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] CT 画像を用いた頭部線状骨折の自動検出手法の改良~表面選択型ブラックハット変換を用いた骨折線強調~2017

    • Author(s)
      山田あゆみ,寺本篤司,工藤匡平,大塚智子,安野泰史,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 正常モデルに基づく胴体領域におけるFDG-PET画像の統計学的画像解析法の検証2017

    • Author(s)
      武田賢志郎,原 武史,周 向栄,片渕哲朗,加藤正也,伊藤 哲,石原圭一,汲田伸一郎,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 18F-FDG PET を用いた悪性腫瘍の治療効果予測におけるStandardized uptake value およびTotal lesion glycolysis の評価2017

    • Author(s)
      羽賀愛美,武田賢志郎,原 武史,周 向栄,伊藤 哲,片渕哲朗,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 眼底画像における視神経乳頭周辺画像を用いたDeep Learning による緑内障診断2017

    • Author(s)
      後藤拓真,村松千左子,石田恭子,澤田 明,畑中裕司,山本哲也,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を利用した全乳房超音波画像における腫瘤検出手法の検討2017

    • Author(s)
      平松祐哉,村松千左子,小林宏暢,原 武史,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep Learning による腫瘤の類似度決定法の検討2017

    • Author(s)
      樋口峻市,村松千左子,原 武史,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 乳房専用PET 画像を用いた乳腺腫瘍の自動検出手法の開発と初期的評価2017

    • Author(s)
      箕浦菜月,寺本篤司,山室 修,村瀬香帆,伊藤あかり,高橋克彰,大見久美子,西尾正美,藤田広志
    • Organizer
      第36回日本医用画像工学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] State-of-the-art of computer-aided medical image diagnosis2017

    • Author(s)
      H.Fujita
    • Organizer
      2017 2nd International Conference on Biomedical Signal and Image Processing (ICBIP 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Deep convolutional neural network を用いた乳房 X 線画像の自動分類に関する予備的検討2017

    • Author(s)
      腰高美穂, 箕浦菜月, 寺本篤司, 大塚智子, 工藤匡平, 安野泰史, 藤田広志
    • Organizer
      平成29年度 電気・電子・情報関係学会 東海支部連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep convolutional neural network を用いた胃内視鏡画像の自動 分類に関する予備的検討2017

    • Author(s)
      榎本和馬, 寺本篤司, 藤田広志
    • Organizer
      平成29年度 電気・電子・情報関係学会 東海支部連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] X線画像における骨成分抑制法の開発 ―Deep Neural Network を用いた抑制手法の検討ー2017

    • Author(s)
      松原尚輝, 野末直希, 寺本篤司, 藤田広志
    • Organizer
      平成29年度 電気・電子・情報関係学会 東海支部連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 解剖学的標準化手法を応用した体幹部FDGPET画像のコンピュータ支援診断システム2017

    • Author(s)
      原 武史,片渕哲朗,伊藤 哲,加藤正也,藤田広志
    • Organizer
      第49回日本臨床分子形態学会総会・学術集会 シンポジウムIII(医用画像に基づく計算解剖学の多元化と高度知能化診断・治療への展開)
    • Related Report
      2017 Annual Research Report
  • [Presentation] ドパミントランスポータイメージングにおける線条体領域の領域分割2017

    • Author(s)
      原 武史,横井翔伍,武田優太,福岡大輔,周 向栄,松迫正樹,片渕哲朗,藤田広志
    • Organizer
      医用画像情報学会(MII)平成29年度秋季(第179回)大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 内視鏡画像を用いたコンピュータ支援診断に関する予備的検討~全層畳み込みニューラルネットワークによる胃がん部位の検出~2017

    • Author(s)
      榎本和馬,寺本篤司,柴田知行,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 医用画像のセグメンテーションための自然画像の転移学習に関する検討2017

    • Author(s)
      飯盛 広規,周向栄,周欣欣,原武史,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 3D-Deep CNN を用いたCT 画像から複数の臓器領域の自動抽出2017

    • Author(s)
      山田一馬,周向栄,周欣欣,原武史,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習とモフォロジー処理を用いた頭部線状骨折の自動検出手法の開発~偽陽性削除に関する予備的検討~2017

    • Author(s)
      山田あゆみ,寺本篤司,工藤匡平,大塚智子,安野泰史,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 肺癌細胞の自動分類処理における従来型識別処理と深層学習の識別性能比較2017

    • Author(s)
      寺本篤司,山田あゆみ,竹内野々子,塚本徹哉,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いてのMR 画像における棘上筋自動抽出2017

    • Author(s)
      市野陽士,原武史,周向栄,潟淵達也,久米正矩,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] CT 画像を用いた肺結節の良悪性自動解析手法に関する検討~Deep Convolutional Neural Network を用いた識別性能の初期的評価~2017

    • Author(s)
      大西佑弥,山田あゆみ,寺本篤司,辻本正和,井上敬浩,外山 宏,今泉和良,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた歯科用cone-beam CT における歯列の自動認識2017

    • Author(s)
      沓名将太,村松千左子,林達郎,周向栄,原武史,勝又明敏,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を利用した全乳房超音波画像における腫瘤検出手法の検討2017

    • Author(s)
      平松祐哉,村松千左子,小林宏暢,原武史,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 乳房専用PET 画像と全身PET/CT 画像を用いた乳腺腫瘍および腋窩転移の自動検出 ~2種類のPET 画像を用いた自動検出手法の基礎的検討~2017

    • Author(s)
      箕浦菜月,寺本篤司,村瀬香帆,伊藤あかり,高橋克彰,山室修,大見久美子,西尾正美,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 18F-FDG PET/CT を用いた悪性腫瘍の治療効果判定におけるStandardized Uptake Value およびTotal Lesion Glycolysis の評価2017

    • Author(s)
      羽賀愛美,武田賢志郎,原武史,周向栄, 伊藤哲,加藤正也,片渕哲朗,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ドパミントランスポーターイメージングにおけるCT 像の類似画像探索を利用した定量画像解析法2017

    • Author(s)
      竹田優太,横井翔伍,田中悠貴,原 武史,周 向栄,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      平成29年度生体医工学会東海支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 放射線診療における Artificial Intelligence (AI) の潮流~基礎から最前線,近未来まで~2017

    • Author(s)
      藤田広志
    • Organizer
      日本放射線技術学会第45回秋季学術大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Automated blood vessel extraction based onhigh-order local autocorrelation features on retinal images2017

    • Author(s)
      Y.Hatanaka, K.Samo, K.Ogohara, W.Sunayama, C.Muramatsu, S.Okumura, and H.Fujita
    • Organizer
      VipIMAGE 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 医用画像識別処理における深層学習アーキテクチャの性能比較2017

    • Author(s)
      榎本和馬, 寺本篤司, 藤田広志
    • Organizer
      第10回中部放射線医療技術学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep convolutional neural networkを用いた乳房X線画像の乳腺濃度自動分類に関する予備的検討2017

    • Author(s)
      腰高美穂, 箕浦菜月, 寺本篤司, 大塚智子, 工藤匡平, 安野泰史, 藤田広志
    • Organizer
      第10回中部放射線医療技術学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Deep convolutional neural networkを用いた胸部X線画像の骨抑制手法に関する基礎的検討2017

    • Author(s)
      松原尚輝, 寺本篤司, 藤田広志
    • Organizer
      第10回中部放射線医療技術学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] CT画像を用いたDeep convolutional neural networkによる肺結節の良悪性自動解析に関する予備的検討2017

    • Author(s)
      大西佑弥, 山田あゆみ, 寺本篤司, 辻本正和, 井上敬浩, 外山 宏, 今泉和良, 藤田広志
    • Organizer
      第10回中部放射線医療技術学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 複数の機械学習を用いたPET/CT画像における膵臓癌の自動検出手法に関する基礎的検討2017

    • Author(s)
      車 優人, 箕浦菜月, 寺本篤司, 周 向栄, 高橋克彰, 山室 修, 藤田広志
    • Organizer
      第10回中部放射線医療技術学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Quantitative Imaging Application Suite for Cancer Theranostics in Torso FDG-PET Examinations2017

    • Author(s)
      Masaki Matsusako, Takeshi Hara, Kenshiro Takeda, Mamami Haga, Tetsuro Katafuchi, Xiangrong Zhou, Hiroshi Fujita
    • Organizer
      Radiological Society of North America
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simultaneous segmentation of multiple anatomical structures on CT images using deep learning technique2017

    • Author(s)
      X.Zhou and H.Fujita
    • Organizer
      GTC JAPAN 2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 放射線医学領域におけるAI応用(RSNA2017の報告)2017

    • Author(s)
      藤田広志
    • Organizer
      JIRA創立50周年記念 画像医療システム産業研究会(テーマ:AIと用いた医用画像解析)
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Automatic detection of microaneurysms on non-contrast retinal images2017

    • Author(s)
      Y.Hatanaka, K.Ogohara, S.Okumura, C.Muramatsu, and H.Fujita
    • Organizer
      International Workshop on Advanced Image Technology (IWAIT)
    • Place of Presentation
      Eqautorial Hotel, Penang
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Create Personalized Uterine 3D Physical Models for Surgery Planning of Uterus using 3D Printing and Mold Casting Technique2017

    • Author(s)
      Sayed Aluwee Sayed Ahmad Zikri, Xiangrong Zhou, Hiroki Kato, Hiroshi Makino, Takeshi Hara, Masayuki Matsuo, and Hiroshi Fujita
    • Organizer
      International Workshop on Advanced Image Technology (IWAIT)
    • Place of Presentation
      Eqautorial Hotel, Penang
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 深層学習を利用した肩関節MR画像における棘上筋領域の自動抽出2017

    • Author(s)
      西川奈美,原 武史,野崎太希,松迫正樹,周 向栄,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Related Report
      2016 Annual Research Report
  • [Presentation] 全身CT画像における腸腰筋モデルを用いたテクスチャ解析に基づくALSの自動鑑別の初期検討2017

    • Author(s)
      神谷直希,家田皓将,周 向栄,山田 恵,加藤博基,東 華岳,村松千左子,原 武史,三好利治,犬塚 貴,松尾正之,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Related Report
      2016 Annual Research Report
  • [Presentation] CT画像における椎体骨折の半定量的評価の診断支援-機械学習を用いた椎体の自動検出と分類-2017

    • Author(s)
      小島拓也,周 向栄,東 華岳,横山龍二郎,原 武史,姜 慧研,松尾政之,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Related Report
      2016 Annual Research Report
  • [Presentation] OMラインの自動抽出に基づく脳SPECT/CT像と脳MR像の高速位置合わせ法2017

    • Author(s)
      横井翔伍,竹田優太,原 武史,田中悠貴,片渕哲朗,福岡大輔,野崎大希,松迫正樹,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Related Report
      2016 Annual Research Report
  • [Presentation] Patlak plot法に基づく脳血流量自動解析における測定領域の最適な形状モデルの検討2017

    • Author(s)
      小保田智彦,原 武史,多湖博史,福岡大輔,片渕哲朗,後藤裕夫,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館
    • Related Report
      2016 Annual Research Report
  • [Presentation] 体幹部CT画像における脊柱起立筋の自動認識とCOPDの予後予測因子としての可能性の検討2017

    • Author(s)
      久米正矩,神谷直希,周向栄,加藤博基,東華岳,村松千左子,原武史,三好利治,松尾政之,藤田広志
    • Organizer
      第9回呼吸機能イメージング研究会学術集会
    • Place of Presentation
      京都大学百周年時計台記念館
    • Related Report
      2016 Annual Research Report
  • [Presentation] 全身CT画像におけるALSの早期鑑別診断のためのテクスチャ解析を用いた骨格筋解析の初期検討2017

    • Author(s)
      家田皓将,神谷直希,周 向栄,山田 恵,加藤博基,村松千左子,原 武史,三好利治,犬塚 貴,松尾政之,藤田広志
    • Organizer
      医用画像情報学会春季大会
    • Place of Presentation
      九州大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 非造影眼底画像における毛細血管瘤の自動検出2017

    • Author(s)
      畑中裕司,宮下充浩,小郷原一智,村松千左子,砂山 渡,奥村 進,藤田広志
    • Organizer
      医用画像情報学会春季大会
    • Place of Presentation
      九州大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 計算解剖学共通データベースを用いた3D-DeepCNNによる多臓器自動抽出と性能評価2017

    • Author(s)
      鈴村勇貴,周 向栄,東 華岳,横山龍二郎,原 武史,藤田広志
    • Organizer
      医用画像情報学会春季大会
    • Place of Presentation
      九州大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 全畳み込みネットワークを用いた歯牙領域の自動特定法の検討2017

    • Author(s)
      三木勇磨,村松千左子,林 達郎,周 向栄,原 武史,勝又明敏,藤田広志
    • Organizer
      医用画像情報学会春季大会
    • Place of Presentation
      九州大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] Image Retrieval of Breast Masses as Diagnostic References on Mammography and Ultrasonography2016

    • Author(s)
      C.Muramatsu and H.Fujita
    • Organizer
      The 22nd International conference on Medical Physics (ICMP 2016)
    • Place of Presentation
      Shangri-La Hotel, Bangkok
    • Year and Date
      2016-12-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantitative measurements of brain SPECT images for dopamine transporter imaging by using image registration of CT and MR images2016

    • Author(s)
      Masaki Matsusako, Yuta Takeda, Takeshi Hara, Daisuke Fukuoka, Xiangrong Zhou, Tetsuro Katafuchi, Hiroshi Fujita
    • Organizer
      Radiological Society of North America Annual Meeting (RSNA2016)
    • Place of Presentation
      McCormick Place
    • Year and Date
      2016-11-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] PET/CT画像を用いた肺結節の良悪性自動鑑別に関する検討~胸部単純CT画像を併用した新たな特徴量の検討~2016

    • Author(s)
      浅間海宏, 箕浦菜月, 寺本篤司, 辻本正和, 井上敬浩, 外山 宏, 今泉和良, 藤田広志
    • Organizer
      第9回中部放射線医療技術学術大会
    • Place of Presentation
      鈴鹿医療科学大学
    • Year and Date
      2016-11-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] DATイメージングにおけるSPECT像とMR像の画像位置合わせに基づくSBR測定法2016

    • Author(s)
      竹田優太,原 武史,田中悠貴,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      第36回日本核医学技術学会総会学術大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] 脳SPECT/CT像とMR像の画像位置合わせの高速化のためのCT像とMR像のOMラインの自動抽出法2016

    • Author(s)
      横井翔伍,原 武史,田中悠貴,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      第36回日本核医学技術学会総会学術大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] PET/CT検査における診断支援システムの基礎検討~Z-scoreによる有用性の評価~2016

    • Author(s)
      佐々木大聖,武田賢志郎,原 武史,伊藤 哲,藤田広志,片渕哲朗
    • Organizer
      第36回日本核医学技術学会総会学術大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] PET/CT画像を用いた肺結節の悪性度自動解析手法2016

    • Author(s)
      寺本篤司, 浅間海宏, 箕浦菜月, 辻本正和, 外山 宏, 今泉和良, 藤田広志
    • Organizer
      第36回日本核医学技術学会総会学術大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] 全身SPECT/CT画像における高集積部位の3次元自動解析手法の開発 -臨床画像データベースの構築と初期的性能評価-2016

    • Author(s)
      辻本正和, 寺本篤司, 石黒雅伸, 木野村豊, 外山 宏, 藤田広志
    • Organizer
      第36回日本核医学技術学会総会学術大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] 全身PET/CT画像を用いた乳腺腫瘍自動検出ソフトウエアの開発2016

    • Author(s)
      箕浦菜月, 寺本篤司, 山室 修, 玉木恒男, 藤田広志
    • Organizer
      第36回日本核医学技術学会総会学術大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] Quantitative Evaluation of Alveolar Bone Resorption on Dental Panoramic Radiographs by Standardized Dentition Image Transformation and Probability Estimation2016

    • Author(s)
      Chisako Muramatsu, Ryo Takahashi, Tatsuro Hayashi, Takeshi Hara, Tatsumasa Fukui, Akitoshi Katsumata, Hiroshi Fujita
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'16)
    • Place of Presentation
      the Contemporary Hotel, Orlando
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Artery and Vein Diameter Ratio Measurement Based on Improvement of Arteries and Veins Segmentation on Retinal Images2016

    • Author(s)
      Yuji Hatanaka, Hirokazu Tachiki, Kazunori Ogohara, Chisako Muramatsu, Susumu Okumura, Hiroshi Fujita
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'16)
    • Place of Presentation
      the Contemporary Hotel, Orlando
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved detection method of pulmonary nodule in PET/CT images using convolutional neural network2016

    • Author(s)
      Atsushi Teramoto, Hiroshi Fujita, Katsuaki Takahashi, Osamu Yamamuro, Tsuneo Tamaki
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'16)
    • Place of Presentation
      the Contemporary Hotel, Orlando
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preliminary study on an automated detection scheme for breast tumors and axillary metastasis using PET/CT images2016

    • Author(s)
      Natsuki Minoura, Atsushi Teramoto, Osamu Yamamuro, Tsuneo Tamaki, Hiroshi Fujita
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'16)
    • Place of Presentation
      the Contemporary Hotel, Orlando
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preliminary Study on the Automated Skull Fracture Detection in CT Images Using Black-Hat Transform2016

    • Author(s)
      Ayumi Yamada, Atsushi Teramoto, Tomoko Otsuka, Kudo Kohei, Anno Hirofumi, Hiroshi Fujita
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'16)
    • Place of Presentation
      the Contemporary Hotel, Orlando
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CT画像を用いた頭部線状骨折の自動検出に関する基礎的検討 ~ブラックハット変換を用いた骨折線強調~2016

    • Author(s)
      山田あゆみ,寺本篤司,工藤匡平,大塚智子,安野泰史,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] PET/CT画像を用いた乳房領域の抽出と乳腺腫瘍および腋窩転移の自動検出の試み2016

    • Author(s)
      箕浦菜月,寺本篤司,山室 修,玉木恒男,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] FDG-PET/CT装置で撮影されたCT画像を利用した統計学的画像解析法に基づくZ-score の弁別能2016

    • Author(s)
      武田賢志郎,原 武史,周 向栄,片渕哲朗,伊藤 哲,加藤正也,石原圭一,汲田伸一郎,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] MR像上で領域分割された線条体領域に基づいて定量的カウントを取得するための脳 SPECT像とMR像の画像融合2016

    • Author(s)
      竹田優太,原 武史,田中悠貴,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] 肩甲部における骨格筋複合解析のための肩甲骨の解剖学的特徴の自動認識2016

    • Author(s)
      潟渕達也,神谷直希,周 向栄,加藤博基,東 華岳,神谷あすみ,村松千左子,原 武史,松尾政之,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] 眼底画像における経時変化解析のための位置合わせアルゴリズム2016

    • Author(s)
      田島幹也,畑中裕司,川崎 良,斎藤公子,小郷原一智,村松千左子,奥村 進,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] 三次元乳腺超音波画像における腫瘤の自動検出2016

    • Author(s)
      平松祐哉,村松千左子,小林宏暢,原 武史,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] Radiogenomicsによるアルツハイマー早期検出のためのコンピュータ支援診断2016

    • Author(s)
      甲斐千遥,内山良一,白石順二,藤田広志
    • Organizer
      第35回日本医用画像工学会大会
    • Place of Presentation
      千葉大
    • Year and Date
      2016-07-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] Progress of computer-aided detection (CADe) in dentistry2016

    • Author(s)
      A.Katsumata, T.Fukui, Y.Iida, C.Muramatsu, T.Hara, H. Fujita, and T.Hayashi
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2016), 30th International Congress and Exhibition
    • Place of Presentation
      Convention Center Heidelberg
    • Year and Date
      2016-06-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Composite recognition of the iliopsoas muscle based on the muscle direction modeling in CT images2016

    • Author(s)
      N.Kamiya, X.Zhou, H.Kato, K.Azuma, C.Muramatsu, T.Hara, and H.Fujita
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2016), 30th International Congress and Exhibition
    • Place of Presentation
      Convention Center Heidelberg
    • Year and Date
      2016-06-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Function integrated diagnostic assistance based on multidisciplinary computational anatomy: automated analysis of intramuscular fat tissue2016

    • Author(s)
      H.Fujita, N.Kamiya, K.Ieda, M.Yamada, C.Muramatsu, X.Zhou, T.Hara, H.Chen, D.Fukuoka, H.Kato, M.Matsuo, and T.Inuzuka
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2016), 30th International Congress and Exhibition
    • Place of Presentation
      Convention Center Heidelberg
    • Year and Date
      2016-06-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An automated landmark-based method for liver registration2016

    • Author(s)
      X.Zhang, X.Tan, X.Qu, X.Gao, Z.Zhang, X.Zhou, and H.Fujita
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2016), 30th International Congress and Exhibition
    • Place of Presentation
      Convention Center Heidelberg
    • Year and Date
      2016-06-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Similar image retrieval of breast masses on ultrasonography using subjective data and multidimensional scaling2016

    • Author(s)
      .Muramatsu, T.Takahashi, T.Morita, T.Edno, and H.Fujita
    • Organizer
      13th International Workshop on Breast Imaging (IWDM 2016)
    • Place of Presentation
      Malmo Live
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A hybrid detection scheme of architectural distortion in mammograms using iris filter and Gabor filter2016

    • Author(s)
      M.Yamazaki, A.Teramoto, and H.Fujita
    • Organizer
      13th International Workshop on Breast Imaging (IWDM 2016)
    • Place of Presentation
      Malmo Live
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated analysis of breast tumour in the breast DCE-MR images using level set method and selective enhancement of invasive regions2016

    • Author(s)
      A.Teramoto, S.Miyajo, H.Fujita, O.Yamamuro, K.Omi, and M.Nishio
    • Organizer
      13th International Workshop on Breast Imaging (IWDM 2016)
    • Place of Presentation
      Malmo Live
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved detection scheme of the pulmonary nodule in PET/CT images using convolutional neural network2016

    • Author(s)
      A.Teramoto, H.Fujita, O.Yamamuro, and T.Tamaki
    • Organizer
      Computer Assisted Radiology and Surgery (CARS2016), 30th International Congress and Exhibition
    • Place of Presentation
      Convention Center Heidelberg
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] PET/CT画像におけるConvolutional neural networkと従来型の特徴量を併用した肺結節自動検出手法の改良2016

    • Author(s)
      寺本篤司,藤田広志,山室 修,玉木恒男
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] Deep CNNに基づくCT画像からの乳腺濃度の自動分類法2016

    • Author(s)
      加納拓弥,周 向栄,子安裕美,横山龍二郎,原 武史,松尾政之,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 肩甲部における骨格筋モデル構築のための解剖学的付着位置の自動認識2016

    • Author(s)
      潟渕達也,神谷直希,周 向栄,加藤博基,東 華岳,神谷あすみ,村松千左子,原 武史,松尾政之,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 眼底画像における網膜神経線維層欠損の自動検出~複合検出と血管らしさによる偽陽性削除~2016

    • Author(s)
      村松千左子,石田恭子,澤田 明,畑中裕司,山本哲也,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 運動器マルチスケール機能・病理モデリング2016

    • Author(s)
      佐藤嘉伸,大竹義人,横田 太,神谷直希,藤田広志,高尾正樹,菅野伸彦,山田 恵,犬塚 貴,田中 利恵,真田 茂
    • Organizer
      第55回日本生体医工学会大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2016-04-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] Statistical Image Analysis in Torso Fludeoxy-glucose Positron Emission Tomographic Imaging2016

    • Author(s)
      Kenshiro Takeda, Takeshi Hara, Tetsuro Katafuchi, Xiangrong Zhou, and Hiroshi Fujita
    • Organizer
      日本放射線技術学会第72回総会学術大会
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2016-04-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] Elastic organ models by using 3D printed mold from MR images2016

    • Author(s)
      Sayed A.Z.B.S.Aluwee, Xiangrong Zhou, Takeshi Hara, and Hiroshi Fujita
    • Organizer
      日本放射線技術学会第72回総会学術大会
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2016-04-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] Automatic quantification of mammary glands on non-contrast X-ray CT by using a novel segmentation approach2016

    • Author(s)
      X.Zhou, T.Kano, Y.Cai, S.Li, X.Zhou, T.Hara, R.Yokoyama, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      Town & Country Resort and Convention Center, San Diego (USA)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated blood vessel extraction using local features on retinal images2016

    • Author(s)
      Y.Hatanaka, K.Samo, M.Tajima, K.Ogohara, C.Muramatsu, S.Okumura, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      Town & Country Resort and Convention Center, San Diego (USA)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated detection of retinal nerve fiber layer defects on fundus images: false positive reduction based on vessel likelihood2016

    • Author(s)
      C.Muramatsu, K.Ishida, A.Sawada, Y.Hatanaka, T.Yamamoto, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      Town & Country Resort and Convention Center, San Diego (USA)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated recognition of the iliac muscle and modeling of muscle fiber direction in torso CT images2016

    • Author(s)
      N.Kamiya, X.Zhou, K.Azuma, C.Muramatsu, T.Hara, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      Town & Country Resort and Convention Center, San Diego (USA)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Three modality image registration of brain SPECT/CT and MR images for quantitative analysis of dopamine transporter imaging2016

    • Author(s)
      Y.Yamaguchi, Y.Takeda, T.Hara, X.Zhou, M.Matsusako, Y.Tanaka, K.Hosoya, T.Nihei, T.Katafuchi, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      Town & Country Resort and Convention Center, San Diego (USA)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of estimation system of knee extension strength using image features in ultrasound images of rectus femoris2016

    • Author(s)
      H.Murakami, T.Watanabe, D.Fukuoka, N.Terabayashi, T.Hara, C.Muramatsu, and H.Fujita
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      Town & Country Resort and Convention Center, San Diego (USA)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy models - Progress overview FY2015 -2016

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, K.Azuma, D.Fukuoka, Y.Hatanaka, N.Kamiya, M.Kanematsu, T.Katafuchi, T.Matsubara, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Organizer
      The 2nd International Symposium on the Project “Multidisciplinary Computational Anatomy”
    • Place of Presentation
      名古屋大学(愛知県名古屋市千種区)
    • Year and Date
      2016-02-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 乳腺MR画像における乳腺解析手法~乳腺量の自動測定とガボールフィルタおよびHOG特徴量による方向成分の自動解析~2016

    • Author(s)
      山崎瑞季,小野江愛里,安達勇人,宮條さとみ,山室 修,大見久美子,西尾正美,寺本篤司,藤田広志
    • Organizer
      医用画像情報学会(MII)平成27年春季(第174回)大会
    • Place of Presentation
      広島国際大学(広島県広島市中区)
    • Year and Date
      2016-02-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] 時系列眼底画像における緑内障の経時変化検出のための乳頭位置合わせ2016

    • Author(s)
      河野雄太,村松千佐子,石田恭子,畑中祐司,原 武史,山本哲也,藤田広志
    • Organizer
      医用画像情報学会(MII)平成27年春季(第174回)大会
    • Place of Presentation
      広島国際大学(広島県広島市中区)
    • Year and Date
      2016-02-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] リングフィルタを用いたMRA画像における未破裂動脈瘤の検出2016

    • Author(s)
      森 健悟,内山良一,原 武史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成27年春季(第174回)大会
    • Place of Presentation
      広島国際大学(広島県広島市中区)
    • Year and Date
      2016-02-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Patlak Plot法による平均脳血流量自動解析法の99mTc製剤における可用性評価2016

    • Author(s)
      佐々木和幸,原 武史,福岡大輔,片渕哲朗,長木昭男,藤田広志
    • Organizer
      医用画像情報学会(MII)平成27年春季(第174回)大会
    • Place of Presentation
      広島国際大学(広島県広島市中区)
    • Year and Date
      2016-02-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Dynamic ScintigraphyにおけるNeural Networkを利用した腋窩静脈からの肺動脈時間放射能曲線の推定2016

    • Author(s)
      広瀬香澄,原 武史,田中悠貴,村松千左子,片渕哲朗,松迫正樹,藤田広志
    • Organizer
      医用画像情報学会(MII)平成27年春季(第174回)大会
    • Place of Presentation
      広島国際大学(広島県広島市中区)
    • Year and Date
      2016-02-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Convolutional Neural Networkを用いたPET/CT画像における肺結節自動検出手法の改良2016

    • Author(s)
      寺本篤司,山室 修,玉木恒男,藤田広志
    • Organizer
      医用画像情報学会(MII)平成27年春季(第174回)大会
    • Place of Presentation
      広島国際大学(広島県広島市中区)
    • Year and Date
      2016-02-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] マンモグラムと乳腺超音波画像の併用による腫瘤の類似画像検索 ~ 多次元尺度法に基づく心理物理的類似度の検討 ~2016

    • Author(s)
      高橋徹哉,村松千左子,平松祐哉,森田孝子,原 武史,遠藤登喜子,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      ぶんかテンブス館 (沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 大腰筋と腸骨筋の筋走行モデルに基づく腸腰筋認識の初期検討2016

    • Author(s)
      神谷直希,周 向栄,村松千左子,原 武史,加藤博基,東 華岳,横山龍二郎,姜 慧研,松尾政之,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      ぶんかテンブス館 (沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 骨粗鬆症早期発見のための歯科パノラマX線写真上の下顎皮質骨自動解析法2016

    • Author(s)
      堀場一輝,村松千左子,林 達郎,福井達真,原 武史,勝又明敏,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      ぶんかテンブス館 (沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] マンモグラムにおける医学的知見に基づく構築の乱れの自動検出法の開発2016

    • Author(s)
      伊藤彰宏,松原友子,角森昭教,原 武史,村松千左子,遠藤登喜子,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      ぶんかテンブス館 (沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] アトラスに基づく胸鎖乳突筋自動認識手法の全身CT画像への適用2016

    • Author(s)
      家田皓将,神谷直希,周 向栄,山田 恵,加藤博基,村松千左子,原 武史,三好利治,犬塚 貴,松尾政之,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      ぶんかテンブス館 (沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 歯科パノラマX線写真における非剛体画像変形と濃淡勾配解析を利用した歯槽頂線検出による歯槽骨吸収レベルの半自動評価法2016

    • Author(s)
      高橋 龍,村松千左子,原 武史,林 達郎,福井達真・勝又明敏,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      ぶんかテンブス館 (沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] Composite recognition of the iliopsoas muscle based on the muscle direction modeling in CT images2016

    • Author(s)
      Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Kagaku Azuma, Chisako Muramatsu, Takeshi Hara, and Hiroshi Fujita
    • Organizer
      International Workshop on Advanced Image Technology 2016 (IWAIT 2016)
    • Place of Presentation
      Pukyong University, Busan (Korea)
    • Year and Date
      2016-01-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated selection of major artery-vein pairs for measurement of arteriolar-to-venular diameter ratio on retinal images2016

    • Author(s)
      Yuji Hatanaka, Hirokazu Tachiki, Susumu Okumura, Kazunori Ogohara, Chisako Muramatsu, and Hiroshi Fujita
    • Organizer
      International Workshop on Advanced Image Technology 2016 (IWAIT 2016)
    • Place of Presentation
      Pukyong University, Busan (Korea)
    • Year and Date
      2016-01-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Semi-automated measurement of blood vessel diameter for arteriosclerosis retinae classification2016

    • Author(s)
      Hirokazu Tachiki, Yuji Hatanaka, Ryo Kawasaki, Koko Saito, Kazunori Ogohara, Chisako Muramatsu, Susumu Okumura, and Hiroshi Fujita
    • Organizer
      International Workshop on Advanced Image Technology 2016 (IWAIT 2016)
    • Place of Presentation
      Pukyong University, Busan (Korea)
    • Year and Date
      2016-01-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated retinal blood vessel extraction using high-order local autocorrelation2016

    • Author(s)
      Kazuki Samo, Yuji Hatanaka, Susumu Okumura, Kazunori Ogohara, Chisako Muramatsu, and Hiroshi Fujita
    • Organizer
      International Workshop on Advanced Image Technology 2016 (IWAIT 2016)
    • Place of Presentation
      Pukyong University, Busan (Korea)
    • Year and Date
      2016-01-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Three modality image registration of brain single-photon emission computed tomographic/computed tomographic and magnetic resonance images for 123I-fluoropropyl-beta-carbomethoxy-3beta-(4-iodophenyl) tropane imaging2016

    • Author(s)
      Yuta Takeda, Takeshi Hara, Tetsuro Katafuchi, Daisuke Fukuoka, Masaki Matsusako, and Hiroshi Fujita
    • Organizer
      日本放射線技術学会第72回総会学術大会
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2016 Annual Research Report
  • [Presentation] Preliminary study on the automated detection of linear skull fracture in CT images2016

    • Author(s)
      Ayumi Yamada, Atsushi Teramoto, Kohei Kudo, Tomoko Otsuka, Hirofumi Anno, and Hiroshi Fujita
    • Organizer
      日本放射線技術学会第72回総会学術大会
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2016 Annual Research Report
  • [Presentation] Automated Analysis of Intramuscular Fat Tissue in the Lower Limbs with a Case of Amyotrophic Lateral Sclerosis (ALS) in Whole-body CT Images2016

    • Author(s)
      Naoki Kamiya, Kosuke Ieda, Xiangrong Zhou, Megumi Yamada, Chisako Muramatsu, Takeshi Hara, and Hiroshi Fujita
    • Organizer
      日本放射線技術学会第72回総会学術大会
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2016 Annual Research Report
  • [Presentation] Preliminary Study on the Hybrid Analysis Scheme of Pulmonary Nodules in Early and Delayed Phase PET/CT Images Using Random Forest2016

    • Author(s)
      Atsushi Teramoto, Masakazu Tsujimoto, Hiroshi Toyama, Kazuyoshi Imaizumi, and Hiroshi Fujita
    • Organizer
      日本放射線技術学会第72回総会学術大会
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2016 Annual Research Report
  • [Presentation] A New Index of Muscular Age Derived from Ultrasonography: Quantitative Assessment of the Quadriceps and Comparison with Knee Extension Force2016

    • Author(s)
      Tsuneo Watanabe, Hiroki Murakami, Daisuke Fukuoka, Nobuo Terabayashi, Sohee Shin, Tamotsu Yabumoto, Hiroyasu Ito, Hiroshi Fujita, Toshio Matsuoka, and Mitsuru Seishima
    • Organizer
      The 12th Congress of the Asian Federation of Societies for Ultrasound in Medicine and Biology
    • Place of Presentation
      京都国際会館
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 全身SPECT/CT画像を用いた骨シンチグラフィのCAD:臨床画像データベースの構築と初期的性能評価2016

    • Author(s)
      辻本正和,寺本篤司,太田誠一郎,石黒雅伸,木野村豊,外山 宏,藤田広志
    • Organizer
      医用画像情報学会(MII)平成28年度年次(第175回)大会
    • Place of Presentation
      大阪市立大学医学部
    • Related Report
      2016 Annual Research Report
  • [Presentation] PET/CT画像を用いた乳腺腫瘍および腋窩転移の自動検出手法の検討~ヘッセ行列を用いた塊状構造の強調による検出感度の向上~2016

    • Author(s)
      箕浦菜月,寺本篤司,山室 修,玉木恒男,藤田広志
    • Organizer
      医用画像情報学会(MII)平成28年度年次(第175回)大会
    • Place of Presentation
      大阪市立大学医学部
    • Related Report
      2016 Annual Research Report
  • [Presentation] 頭部CT画像を用いた骨折線自動検出手法の開発~ブラックハット変換を用いた骨折線強調と検出性能の評価~2016

    • Author(s)
      山田あゆみ,寺本篤司,大塚智子,工藤匡平,安野泰史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成28年度年次(第175回)大会
    • Place of Presentation
      大阪市立大学医学部
    • Related Report
      2016 Annual Research Report
  • [Presentation] 乳房X線画像を用いた乳腺割合の自動測定に関する基礎的検討~ガボールフィルタによる乳腺構造の自動抽出~2016

    • Author(s)
      寺本篤司,小林美早紀,大塚智子,山崎瑞季,安野泰史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成28年度年次(第175回)大会
    • Place of Presentation
      大阪市立大学医学部
    • Related Report
      2016 Annual Research Report
  • [Presentation] 胸部X線画像との融合画像を用いたMIBG:心筋シンチグラムにおける心臓縦隔比の半自動測定システムの開発2016

    • Author(s)
      小保田智彦,原 武史,福岡大輔,三木一孝,石原匡彦,多湖博史,片渕哲朗,安部美輝,藤田広志
    • Organizer
      第26回日本心臓核医学会総会・学術大会
    • Place of Presentation
      アスト津
    • Related Report
      2016 Annual Research Report
  • [Presentation] Patient-specific model generation by using 3D printing and its application to surgical planning of uterine fibroid removal2016

    • Author(s)
      S.A.Z.B.S.Aluwee, H.Ito, X.Zhou, H.Kato, H.Makino, T.Hara, M.Matsuo, and H.Fujita
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      苫小牧市民会館
    • Related Report
      2016 Annual Research Report
  • [Presentation] Automatic segmentation of anatomical structures in 3D CT images based only on deep learning2016

    • Author(s)
      Xiangrong Zhou, Ryosuke Takayama, Takeshi Hara, and Hiroshi Fujita
    • Organizer
      第18回医用画像認知研究会
    • Place of Presentation
      熊本市国際交流会館
    • Related Report
      2016 Annual Research Report
  • [Presentation] ドパミントランスポータイメージングにおけるSPECT像とMR像の画像位置合わせに基づく画像計測法の開発2016

    • Author(s)
      原 武史,横井翔伍,竹田優太,田中悠貴,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      第18回医用画像認知研究会
    • Place of Presentation
      熊本市国際交流会館
    • Related Report
      2016 Annual Research Report
  • [Presentation] Deep Convolutional Neural Networkを用いた肺癌細胞顕微鏡画像の自動分類に関する予備的検討2016

    • Author(s)
      寺本篤司,塚本徹哉,桐山諭和,加藤良一,藤田広志
    • Organizer
      医用画像情報学会秋季(第176回)大会
    • Place of Presentation
      サンポートホール高松
    • Related Report
      2016 Annual Research Report
  • [Presentation] ディープラーニング技術を用いた乳房X線画像における構築の乱れの自動検出手法の改良2016

    • Author(s)
      山崎瑞季,寺本篤司,加藤良一,藤田広志
    • Organizer
      医用画像情報学会秋季(第176回)大会
    • Place of Presentation
      サンポートホール高松
    • Related Report
      2016 Annual Research Report
  • [Presentation] Deep Neural Networkを用いた胸部X線画像の骨信号抑制の試み2016

    • Author(s)
      野末直希,寺本篤司,山崎瑞季,藤田広志
    • Organizer
      医用画像情報学会秋季(第176回)大会
    • Place of Presentation
      サンポートホール高松
    • Related Report
      2016 Annual Research Report
  • [Presentation] Deep Learningを用いた歯科パノラマX線画像における歯の分類2016

    • Author(s)
      柳下侑大,村松千左子,周 向栄,西山 航,林 達郎,原 武史.勝又明敏,藤田広志
    • Organizer
      医用画像情報学会秋季(第176回)大会
    • Place of Presentation
      サンポートホール高松
    • Related Report
      2016 Annual Research Report
  • [Presentation] The development of computer-aided diagnosis in medical imaging2016

    • Author(s)
      H.Fujita
    • Organizer
      2016 West Lake International Medical Forum
    • Place of Presentation
      Hangzhou International Conference Center
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Three-dimensional CT image segmentation by combining 2D fully convolutional network with 3D majority voting2016

    • Author(s)
      X.Zhou, T.Ito, R.Takayama, S.Wang, T.Hara, and H.Fujita
    • Organizer
      The 2nd Workshop on Deep Learning in Medical Image Analysis (DLMIA) in MICCAI 2016
    • Place of Presentation
      InterContinental Athenaeum Athens
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 医工連携・産学官連携によるコンピュータ支援診断(CAD)システムの開発2016

    • Author(s)
      藤田広志
    • Organizer
      第54回日本癌治療学会学術集会
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2016 Annual Research Report
  • [Presentation] 眼底画像における全畳み込みニューラルネットワークを用いた網膜神経線維層欠損検出2016

    • Author(s)
      渡邊颯友,村松千左子,周 向栄,畑中裕司,原 武史,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] 乳房X線画像における構築の乱れの自動検出手法の改良-Deep Convolutional Neural Networkによる偽陽性削除処理の開発-2016

    • Author(s)
      山崎瑞季,寺本篤司,加藤良一,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] 細胞診におけるDeep Convolutional Neural Network を用いた肺癌組織型の自動分類2016

    • Author(s)
      塚本徹哉,桐山諭和,寺本篤司, 加藤良一, 藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] Deep Learningを用いたCT画像における椎体外形の自動分類2016

    • Author(s)
      小島拓也,周 向栄,東 華岳,原 武史,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] 体幹部CT画像におけるCOPD患者の筋量解析のための第12胸椎断面における脊柱起立筋の自動認識2016

    • Author(s)
      久米正矩,神谷直希,周 向栄,加藤博基,東 華岳,村松千左子,原 武史,松尾政之,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] Deep CNNを用いた歯科用Cone-BeamCT上の歯の分類手法2016

    • Author(s)
      三木勇磨,村松千左子,林 達郎,周 向栄,原 武史,勝又明敏,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] OMラインの自動抽出による脳SPECT/CT像と脳MR像の高速画像位置合わせ法2016

    • Author(s)
      横井翔伍,竹田優太,原 武史,田中悠貴,片渕哲朗,福岡大輔,松迫正樹,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] マンモグラムと乳腺超音波画像を併用した腫瘤の類似画像検索の改善2016

    • Author(s)
      樋口峻市,村松千左子,原 武史,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] 歯科パノラマX線画像による深層学習を用いた身元確認用データの自動収集2016

    • Author(s)
      柳下侑大,村松千左子,周 向栄,西山 航,林 達郎, 原 武史,勝又明敏,藤田広志
    • Organizer
      平成28年度日本生体医工学会東海支部学術集会
    • Place of Presentation
      株式会社スズケン本社
    • Related Report
      2016 Annual Research Report
  • [Presentation] State-of-the-art of computer-aided diagnosis (CAD) for medical images2016

    • Author(s)
      H.Fujita
    • Organizer
      8th International Conference on Graphic and Image Processing (ICGIP 2016)
    • Place of Presentation
      Sunroute Plaza Shinjuku Tokyo
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 医用画像のためのコンピュータ支援診断から多元計算解剖学まで - 医工連携、産学連携、グローバリゼイション -2015

    • Author(s)
      藤田広志
    • Organizer
      電子情報通信学会東海支部学生会講演会
    • Place of Presentation
      岐阜工業高等専門学校(岐阜県本巣市)
    • Year and Date
      2015-12-21
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Efficiency Investigation of Surgery Planning for Uterine Fibroid Removal by using 2D MR Images, 3D Advanced Visualization and Physical Models from 3D Printing2015

    • Author(s)
      Sayed Aluwee Sayed Ahmad Zikri, Xiangrong Zhou, Hiroki Kato, Hiroshi Makino, Takeshi Hara, Hiroshi Fujita, Ito Hiroaki, Chisako Muramatsu, and Kayo Miyaki
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of Mandibular Cortex Erosion using Texture Features for Estimating Osteoporotic Risk2015

    • Author(s)
      Kazuki Horiba, Tatsumasa Fukui, Chisako Muramatsu, Akitoshi Katsumata, Takeshi Hara, Hiroshi Fujita, and Tatsuro Hayashi
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Similar Image Retrieval as a Diagnostic Aid: Comparison of Subjective Similarity Ratings for Breast Masses on Mammography and Ultrasonography2015

    • Author(s)
      Tetsuya Takahashi, Chisako Muramatsu, Takako Morita, Tokiko Endo, Kunio Doi, and Hiroshi Fujita
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated Evaluation of the Alveolar Bone Loss in Dental Panoramic Radiographs2015

    • Author(s)
      Ryo Takahashi, Akitoshi Katsumata, Chisako Muramatsu, Tatsuro Hayashi, Takeshi Hara, and Hiroshi Fujita
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Computerized Detection of Maxillary Sinusitis Using Contralateral Subtraction Technique2015

    • Author(s)
      Yuma Miki, Takeshi Hara, Chisako Muramatsu, Tatsuro Hayashi, Akitoshi Katsumata, and Hiroshi Fujita
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated Detection of Carotid Artery Calcifications on Dental Panoramic Radiographs: Patient-specific Localization of Regions of Interest2015

    • Author(s)
      Chisako Muramatsu, Akitoshi Katsumata, Tatsuro Hayashi, Takeshi Hara, and Hiroshi Fujita
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] First Study on Automated Three-dimensional Analysis of Hot Spots in Bone Scintigraphy: Hybrid Scheme Using SPECT/CT Images2015

    • Author(s)
      Masakazu Tsujimoto, Atsushi Teramoto, Seiichiro Ota, Masanobu Ishiguro, Hiroshi Toyama, Hiroshi Fujita, and Yutaka Kinomura
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] First Trial of Computer-aided Analysis of Unenhanced Breast MR Images: Does Structure Analysis of Mammary Gland Help to Find the Breast Cancer?2015

    • Author(s)
      Atsushi Teramoto, Misato Shibasaki, Satomi Miyajo, Osamu Yamamuro, Tsuneo Tamaki, Hiroshi Fujita, Kumiko Ohmi, and Masami Nishio
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Semi-automated method for estimating cerebral blood flow on dynamic scintigrams2015

    • Author(s)
      Masaki Matsusako, Takeshi Hara, Tomohiko Kobota, Daisuke Fukuoka, Tetsuro Katafuchi, and Hiroshi Fujita
    • Organizer
      The 101st Scientific Assembly & Annual Meeting of the Radiological Society of North America Annual Meeting
    • Place of Presentation
      McCORMICK PLACE, Chicago (USA)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] PET/CT画像を用いた肺結節の良悪性自動鑑別に関する予備的検討~複数の特徴量とRandom Forestを用いた自動解析手法の開発~2015

    • Author(s)
      寺本篤司, 辻本正和, 大野智之, 外山 宏, 今泉和良, 藤田広志
    • Organizer
      第8回中部放射線医療技術学術大会
    • Place of Presentation
      福井市地域交流プラザ(福井県福井市手寄)
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 乳房X線画像における構築の乱れの自動検出手法-偽陽性削除処理による性能改善-2015

    • Author(s)
      山崎瑞季, 大塚智子, 寺本篤司, 安野泰史, 藤田広志
    • Organizer
      第8回中部放射線医療技術学術大会
    • Place of Presentation
      福井市地域交流プラザ(福井県福井市手寄)
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 全身PET/CT画像を用いた乳腺腫瘍および腋窩転移の自動検出に関する基礎的検討2015

    • Author(s)
      箕浦菜月, 寺本篤司, 宮條さとみ, 山室修, 玉木恒男, 藤田広志
    • Organizer
      第8回中部放射線医療技術学術大会
    • Place of Presentation
      福井市地域交流プラザ(福井県福井市手寄)
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] CT画像を用いた頭部線状骨折の自動検出手法の開発~ファントムによる基礎的検討~2015

    • Author(s)
      山田あゆみ, 寺本篤司, 工藤匡平, 大塚智子, 安野泰史, 藤田広志
    • Organizer
      第8回中部放射線医療技術学術大会
    • Place of Presentation
      福井市地域交流プラザ(福井県福井市手寄)
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] ガボールフィルタとHOG特徴量を用いた乳腺MR画像における乳腺形態の解析2015

    • Author(s)
      小野江愛里, 山崎瑞季, 安達勇人, 寺本篤司, 藤田広志, 宮條さとみ, 山室 修, 大見久美子, 西尾正美
    • Organizer
      第8回中部放射線医療技術学術大会
    • Place of Presentation
      福井市地域交流プラザ(福井県福井市手寄)
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 体幹部FDG-PET/CT画像におけるZ-scoreの検証2015

    • Author(s)
      武田賢志郎,原 武史,周 向栄,村松千左子,伊藤 哲,片渕哲朗,藤田広志
    • Organizer
      第35回日本核医学技術学会総会学術大会
    • Place of Presentation
      ハイアットリージェンシー東京(東京都新宿区)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] ダイナミックシンチグラムにおける大静脈領域から肺動脈領域の時間放射能曲線の推定2015

    • Author(s)
      広瀬香澄,原 武史,片渕哲朗,松迫正樹,藤田広志
    • Organizer
      第35回日本核医学技術学会総会学術大会
    • Place of Presentation
      ハイアットリージェンシー東京(東京都新宿区)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] CT画像を介在したSPECT像とMR像の画像位置合わせ法2015

    • Author(s)
      竹田優太,山口由津穂,原 武史,周 向栄,松迫正樹,田中悠貴,細谷和彦,二瓶 努,片渕哲朗,藤田広志
    • Organizer
      第35回日本核医学技術学会総会学術大会
    • Place of Presentation
      ハイアットリージェンシー東京(東京都新宿区)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] State-of-the-art of computer-aided diagnosis (CAD) for medical images2015

    • Author(s)
      H.Fujita
    • Organizer
      The 2015 International Symposium on Electrical and Electronics Engineering
    • Place of Presentation
      Ho Chi Minh City Univ. of Tech., Ho Chi Minh (Vietnam)
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 歯科パノラマX線写真のコンピュータ支援診断(CAD)システム2015

    • Author(s)
      藤田廣志
    • Organizer
      岐阜大学フェア
    • Place of Presentation
      岐阜大学(岐阜県岐阜市)
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] パノラマX線写真による上顎洞炎診断におけるCADシステムの役割:特に経験年数の短い読影者における有用性2015

    • Author(s)
      大橋靖史,有地淑子,中山美和,勝又明敏,藤田広志,有地榮一郎
    • Organizer
      日本歯科放射線学会第20回臨床画像大会
    • Place of Presentation
      九州大(福岡県福岡市東区)
    • Year and Date
      2015-10-23
    • Related Report
      2015 Annual Research Report
  • [Presentation] GPUを利用したSPECT/CT像とMR像の画像融合法2015

    • Author(s)
      竹田 優太,山口由津穂,原 武史,周 向栄,松迫 正樹 ,田中 悠貴,細谷 和彦,二瓶 努,片渕哲朗,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] PatlakPlot法による平均脳血流量自動解析法の99mTc-HMPAOを利用した基礎的検討2015

    • Author(s)
      佐々木和幸,原 武史,福岡 大輔,片渕 哲朗,長木 昭男,藤田 広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] Uterine fibroid modeling for surgical planning by using 3D printing from MR images2015

    • Author(s)
      S.A.Z.B.S.Aluwee, X.Zhou, H.Kato, H.Makino, R.Yokoyama, T.Hara, and H.Fujita
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 体幹部FDG-PET/CT画像における統計学的画像解析法の導入2015

    • Author(s)
      武田賢志郎,原 武史,周 向栄,村松 千左子,加藤 正也,伊藤 哲,片渕 哲朗,藤田 広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 体幹部CT画像における棘上窩の認識に基づく棘上筋の解剖学的特徴点認識法の改良2015

    • Author(s)
      潟渕達也,神谷直希,周 向栄,加藤博基,東 華岳,神谷あすみ,村松千左子,原 武史,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 時系列眼底画像における緑内障の経時変化の自動検出2015

    • Author(s)
      河野雄太,村松千左子,石田恭子,畑中裕司,原 武史,山本哲也,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] ブラックハット変換を用いた頭部線状骨折の自動検出手法の開発2015

    • Author(s)
      山田あゆみ,寺本篤司,工藤匡平,大塚智子,安野泰史,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 全身SPECT/CT 画像を用いた骨シンチグラフィのCAD高集積部位の3次元的定量解析手法の開発2015

    • Author(s)
      辻本正和,寺本篤司,太田誠一朗,石黒雅伸,木野村豊,外山 宏,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 全身PET/CT画像における乳腺腫瘍の自動検出~乳房領域抽出および高集積領域検出に関する基礎的検討~2015

    • Author(s)
      箕浦菜月,寺本篤司,宮條さとみ,山室 修,玉木恒男,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非造影乳腺MR 画像における腫瘍の自動検出~信号・形状特徴量を用いた偽陽性削除~2015

    • Author(s)
      安達勇人,寺本篤司,宮條さとみ,山室 修,大見久美子,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] マンモグラムと乳腺超音波画像における総合的良悪性鑑別システムの検討2015

    • Author(s)
      平松祐哉, 村松千左子, 原 武史,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非造影CT画像における乳腺領域の自動抽出2015

    • Author(s)
      加納拓弥,周 向栄,横山龍二郎,原 武史,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] マンモグラムにおける方向性に基づく線構造の解析法による構築の乱れの検出法の改良2015

    • Author(s)
      伊藤彰宏,松原友子,角森昭教,原 武史,村松千左子,遠藤登喜子,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] MRI拡散強調画像の仮想生成とその精度評価2015

    • Author(s)
      高山良介,周 向栄,横山龍二郎,原 武史,藤田広志
    • Organizer
      平成27年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(愛知件名古屋市東区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 乳腺超音波画像上の腫瘤の類似画像検索のための多次元尺度法に基づく心理物理的類似度の検討2015

    • Author(s)
      高橋徹哉,村松千左子,平松祐哉,森田孝子,原 武史,遠藤登喜子,藤田広志
    • Organizer
      医用画像情報学会平成27年度秋季大会
    • Place of Presentation
      北海道大学(北海道札幌市北区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 骨粗鬆症早期発見のための歯科パノラマX線写真上の下顎皮質骨の自動形態分類法の研究開発2015

    • Author(s)
      堀場一輝, 村松千左子, 林 達郎, 福井達真, 原 武史, 勝又明敏, 藤田広志
    • Organizer
      医用画像情報学会平成27年度秋季大会
    • Place of Presentation
      北海道大学(北海道札幌市北区)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非造影乳腺MRI における乳腺腫瘍の自動検出2015

    • Author(s)
      安達勇人,寺本篤司,宮條さとみ,山室 修,大見久美子,藤田広志
    • Organizer
      平成27年度電気・電子・情報関係学会東海支部連合大会
    • Place of Presentation
      名工大(愛知件名古屋市)
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 全身PET/CT 画像を用いた乳腺腫瘍の自動検出に関する初期的検討2015

    • Author(s)
      箕浦菜月,寺本篤司,宮條さとみ,玉木恒男,藤田広志
    • Organizer
      平成27年度電気・電子・情報関係学会東海支部連合大会
    • Place of Presentation
      名工大(愛知件名古屋市)
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非造影乳腺MR 画像を用いた乳腺形態の自動解析2015

    • Author(s)
      小野江愛里,安達勇人,寺本篤司,柴崎美里,宮條さとみ,山室 修,玉木恒男,藤田広志
    • Organizer
      平成27年度電気・電子・情報関係学会東海支部連合大会
    • Place of Presentation
      名工大(愛知件名古屋市)
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 乳房X 線画像における構築の乱れの自動検出手法の改良2015

    • Author(s)
      山崎瑞季,寺本篤司,大塚智子,藤田広志
    • Organizer
      平成27年度電気・電子・情報関係学会東海支部連合大会
    • Place of Presentation
      名工大(愛知件名古屋市)
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 全身CT画像における全身骨格筋認識のためのTPS法に基づく体腔認識の検討2015

    • Author(s)
      家田皓将,神谷直希,周 向栄,山田 恵,加藤博基,東 華岳,村松千左子,原 武史,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会(MI研)
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] 歯科パノラマX線写真のコンピュータ支援診断(CAD)システム2015

    • Author(s)
      藤田廣志,原 武史,村松千左子,高橋 龍,堀場一輝,三木勇磨,勝又明敏,福井達真,飯田幸弘,辻 啓延,辻 洋祐,林 達郎
    • Organizer
      イノベーション・ジャパン2015-大学見本市
    • Place of Presentation
      東京ビッグサイト(東京都江東区)
    • Year and Date
      2015-08-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] An automated method for detecting architectural distortions on mammograms using direction analysis of linear structure2015

    • Author(s)
      Tomoko Matsubara, Akihiro Ito, Akinori Tsunomori, Takeshi Hara, Chisako Muramatsu, Tokiko Endo, Hiroshi Fujita
    • Organizer
      The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Milano Conference Center, Milano (Italy)
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preliminary study on automated blood vessel extraction using high-order local autocorrelation on retinal images2015

    • Author(s)
      Yuji Hatanaka, Kazuki Samo, Mikiya Tajima, Susumu Okumura, Kazunori Ogohara, Chisako Muramatsu, and Hiroshi Fujita
    • Organizer
      The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Milano Conference Center, Milano (Italy)
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 全身CT画像における骨格の解剖学的区分情報を利用した全身骨格筋の自動解析の初期検討2015

    • Author(s)
      家田皓将,神谷直希,周 向栄,陳 華岳,山田 恵,村松千左子,原 武史, 藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 体幹部CT画像における精密認識された肩甲骨の形状特徴に基づく棘上筋自動認識法の改良2015

    • Author(s)
      潟渕達也,神谷直希,久米正矩,周 向栄,陳 華岳,神谷あすみ,村松千左子,原 武史,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 大腿四頭筋の超音波画像における画像特徴量を利用した膝伸展筋力推定システムの開発2015

    • Author(s)
      村上大樹,渡邉恒夫,福岡大輔,寺林伸夫,原 武史,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] ベクトル集中度フィルタとランダムフォレストを用いたMRA画像における未破裂動脈瘤検出2015

    • Author(s)
      森 健悟,内山良一,原 武史,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 画像の局所的類似性に基づく同一患者の経時CT画像の位置合わせに関する検討2015

    • Author(s)
      鈴村勇貴,周 向栄,陳 華岳,原 武史,横山龍二郎,兼松雅之,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 歯科パノラマX線写真における解剖学的位置情報を考慮した上顎洞異常の自動検出法の高度化2015

    • Author(s)
      三木勇磨,原 武史,村松千左子,林 達郎,勝又明敏,周 向栄,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 肩甲部骨格筋認識のための肩甲骨の精密構造認識法の開発2015

    • Author(s)
      神谷直希,周 向栄,陳 華岳,神谷あすみ,村松千左子,原 武史,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 網膜動脈化症判定のための血管径の計測法の開発2015

    • Author(s)
      立木宏和,畑中裕司,奥村 進,小郷原一智,村松千左子,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] アイリスフィルタとガボールフィルタを併用した乳房X線画像における構築の乱れの自動検出手法2015

    • Author(s)
      山崎瑞季,大塚智子,寺本篤司,藤田広志
    • Organizer
      第34回日本医用画像工学会大会
    • Place of Presentation
      金沢歌劇座(石川県金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 半自動解析法を用いたPatlak plot法に基づく平均脳血流量の測定法2015

    • Author(s)
      小保田智彦,多湖博史,原 武史,福岡大輔,片渕哲朗,後藤裕夫,藤田広志
    • Organizer
      電子情報通信学会・医用画像研究会(MI)
    • Place of Presentation
      函館市勤労者総合福祉センター(サン・リフレ函館)(北海道函館市)
    • Year and Date
      2015-07-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 胸部X線画像との画像融合法を用いたMIBG心筋シンチグラムにおける心臓縦隔比測定支援システムの開発2015

    • Author(s)
      小保田智彦,原 武史,石原匡彦,周 向栄,村松千左子,安部美輝,藤田広志
    • Organizer
      第25回日本心臓核医学会総会・学術大会
    • Place of Presentation
      東京コンベンションホール(東京都中央区)
    • Year and Date
      2015-06-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] CAD for Osteoporosis with Digital Tooth Imaging2015

    • Author(s)
      H.Fujita
    • Organizer
      CARS2015, 17th International Workshop on CAD
    • Place of Presentation
      Barcelona (Spain)
    • Year and Date
      2015-06-24
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 眼底画像における血管抽出への高次局所自己相関特徴の適用2015

    • Author(s)
      佐茂和輝,畑中裕司,奥村進,小郷原一智,村松千左子,藤田広志
    • Organizer
      医用画像情報学会平成27年度年次大会
    • Place of Presentation
      大阪物療大学(大阪府堺市)
    • Year and Date
      2015-06-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] 眼底画像における複数の特徴量の組み合わせによる血管抽出法の検討2015

    • Author(s)
      田島幹也,畑中裕司,奥村進,小郷原一智,村松千左子,藤田広志
    • Organizer
      医用画像情報学会平成27年度年次大会
    • Place of Presentation
      大阪物療大学(大阪府堺市)
    • Year and Date
      2015-06-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] 体幹部CT画像における筋の走行モデルに基づく棘上筋自動認識の初期検討2015

    • Author(s)
      潟渕達也,神谷直希,久米正矩,周 向栄,陳 華岳,神谷あすみ,村松千左子,原 武史,藤田広志
    • Organizer
      電子情報通信学会・医用画像研究会(MI)
    • Place of Presentation
      三重大(三重県津市)
    • Year and Date
      2015-05-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 多元計算解剖に基づいたコンピュータ診断・治療支援システム-研究計画と研究進捗-2015

    • Author(s)
      森 健策,仁木 登,藤田廣志
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市熱田区)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] CT画像からの解剖学的構造の認識結果に基づく画像読影の効率向上に関する検討2015

    • Author(s)
      伊藤隆晃,周 向栄,原 武史,横山龍二郎,陳 華岳,兼松雅之,藤田広志
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市熱田区)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 術前計画のためのMR画像における子宮構造の3次元表示と模型作成に関する検討2015

    • Author(s)
      サイドアハマッドジクリ・サイドアルウィエー,伊藤寛明,周 向栄,加藤博基,原 武史,兼松雅之,藤田広志
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市熱田区)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非造影乳腺MR画像を用いた腫瘍の自動検出に関する予備的検討~複数の強調画像の信号値を用いた偽陽性削除~2015

    • Author(s)
      安達勇人,高橋恵子,山崎瑞季,寺本篤司,宮條さとみ,山室 修,大見久美子,藤田広志
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市熱田区)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] PATLAK plot法に基づく平均脳血流量の計測支援システムの開発2015

    • Author(s)
      原 武史,多湖博史,小久保智彦,福岡大輔,片渕哲朗,藤田広志
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市熱田区)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] PET/CT画像における肺結節の自動検出~動的輪郭手法による検出手法の改良~2015

    • Author(s)
      寺本篤司,高橋克彰,山室 修,玉木恒男,藤田広志
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市熱田区)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] Development and evaluation of statistical shape modeling for principal inner organs on torso CT images2015

    • Author(s)
      X.Zhou, R.Xu, T.Hara, Y. Hirano, R.Yokoyama, M. Kanematsu, H. Hoshi, S. Kido, and H. Fujita
    • Organizer
      第71回日本放射線技術学会総会学術大会
    • Place of Presentation
      パシフィコ横浜会議センター・他(神奈川県横浜市)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] 肺がんCT検診CADの現状と今後の展望2015

    • Author(s)
      藤田広志
    • Organizer
      第109回日本医学物理学会
    • Place of Presentation
      パシフィコ横浜会議センター・他(神奈川県横浜市)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非造影乳腺MR画像における腫瘍の自動検出に関する予備的検討2015

    • Author(s)
      安達勇人, 寺本篤司, 宮條さとみ, 山室 修, 大見久美子, 西尾正美, 藤田広志
    • Organizer
      第71回日本放射線技術学会総会学術大会
    • Place of Presentation
      パシフィコ横浜会議センター・他(神奈川県横浜市)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] Automated analysis of increased uptake regions in the bone scintigraphy using SPECT/CT: Three dimensional analysis technique and initial evaluation using clinical data2015

    • Author(s)
      Masakazu Tsujimoto, Atsushi Teramoto, Masanobu Ishiguro, Yutaka Kinomura, Hiroshi Toyama, and Hiroshi Fujita
    • Organizer
      第71回日本放射線技術学会総会学術大会
    • Place of Presentation
      パシフィコ横浜会議センター・他(神奈川県横浜市)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] Development of automated detection method for architectural distortion and masses in the breast X-ray image: Development and initial evaluation of hybrid detection method using the iris filter and Gabor filter2015

    • Author(s)
      Mizuki Yamazaki, Keiko Takahashi, Tomoko Otsuka, Atsushi Teramoto, and Hiroshi Fujita
    • Organizer
      第71回日本放射線技術学会総会学術大会
    • Place of Presentation
      パシフィコ横浜会議センター・他(神奈川県横浜市)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] Quantitative assessment of the quadriceps femoris muscle for early detection of musculoskeletal disorders using ultrasonography2015

    • Author(s)
      Tsuneo Watanabe, Nobuo Terabayashi, Daisuke Fukuoka, Hiroki Murakami, Tamotsu Yabumoto, Sohee Shin, Hiroyasu Ito, Toshio Matsuoka, Mitsuru Seishima, and Hiroshi Fujita
    • Organizer
      2015 AIUM (American Institute of Ultrasound in Medicine) Annual Convention and Preconvention Program Hosting WFUMB (World Federation for Ultrasound in Medicine and Biology)
    • Place of Presentation
      alt Disney World Swan & Dolphin Resort (Lake Buena Vista, FL, USA)
    • Year and Date
      2015-03-21 – 2015-03-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] 体幹部CT画像における筋線維の走行に基づく腸骨筋の自動認識法の開発2015

    • Author(s)
      神谷直希,安藤嘉基,周 向栄,村松千左子,原 武史,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム2015
    • Place of Presentation
      ホテルミヤヒラ(石垣)
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 歯科パノラマX線写真における上顎洞領域の半自動決定法2015

    • Author(s)
      三木勇磨,原 武史,村松千左子,林 達郎,勝又明敏,周 向栄,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム2015
    • Place of Presentation
      ホテルミヤヒラ(石垣)
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Patlak plot法に基づく大脳平均脳血流量の自動解析法2015

    • Author(s)
      小保田智彦,原 武史,多湖博史,福岡大輔,片渕哲朗,後藤裕夫,藤田広志
    • Organizer
      メディカルイメージング連合フォーラム2015
    • Place of Presentation
      ホテルミヤヒラ(石垣)
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated classification of mandibular cortical bone on dental panoramic radiographs for early detection of osteoporosis2015

    • Author(s)
      K. Horiba, C. Muramatsu, T. Hayashi, T. Fukui, T. Hara, A. Katsumata, and H. Fujita
    • Organizer
      SPIE Medical Imaging 2015
    • Place of Presentation
      Renaissance Orlando at Sea World (Orlando, Florida, USA)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Semi-automated measurement of heart-to-mediastinum ratio on 123I-MIBG myocardial scintigrams by using image fusion method with chest X-ray images2015

    • Author(s)
      R. Kawai, T. Hara, T. Katafuchi, M. Ishihara, X. Zhou, C. Muramatsu, Y. Abe, and H. Fujita
    • Organizer
      SPIE Medical Imaging 2015
    • Place of Presentation
      Renaissance Orlando at Sea World (Orlando, Florida, USA)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automatic anatomy partitioning of the torso region on CT images by using multiple organ localizations with a group-wise calibration technique2015

    • Author(s)
      X. Zhou, S. Morita, X. Zhou, H. Chen, T. Hara, R. Yokoyama, M. Kanematsu, H. Hoshi, and H. Fujita
    • Organizer
      SPIE Medical Imaging 2015
    • Place of Presentation
      Renaissance Orlando at Sea World (Orlando, Florida, USA)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated detection of lung tumors in PET/CT images using active contour filter2015

    • Author(s)
      Atsushi Teramoto, Hayato Adachi, Masakazu Tsujimoto, Hiroshi Fujita, Katsuaki Takahashi, Osamu Yamamuro, Tsuneo Tamaki, Masami Nishio, and Toshiki Kobayashi
    • Organizer
      SPIE Medical Imaging 2015
    • Place of Presentation
      Renaissance Orlando at Sea World (Orlando, Florida, USA)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Preliminary study on the automated detection of tumors using the characteristic features from unenhanced MR images2015

    • Author(s)
      Hayato Adachi, Atsushi Teramoto, Satomi Miyajo, Osamu Yamamuro, Kumiko Ohmi, Masami Nishio, and Hiroshi Fujita
    • Organizer
      SPIE Medical Imaging 2015
    • Place of Presentation
      Renaissance Orlando at Sea World (Orlando, Florida, USA)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] A02-3 Function integrated diagnostic assistance based on multidisciplinary computational anatomy - Plan of five years and progress overview FY2014 -2015

    • Author(s)
      H.Fujita, T.Hara, X.Zhou, H.Chen, D.Fukuoka, N.Kamiya, M.Kanematsu, T.Katafuchi, C.Muramatsu, A.Teramoto, and Y.Uchiyama
    • Organizer
      The First International Symposium on the Project “Multidisciplinary Computational Anatomy”
    • Place of Presentation
      Kyusyu University
    • Year and Date
      2015-02-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 眼底画像における視神経線維層欠損自動検出システムの改善-複数の検出法を用いた候補の統合と血管尤度による偽陽性候補の削減-2015

    • Author(s)
      兼子堅次,村松千左子,畑中裕司,原 武史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度春季(第171回)大会
    • Place of Presentation
      東工大(横浜市)
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 手根管症候群の定量評価のための超音波画像解析2015

    • Author(s)
      猿渡遥介,福岡大輔,渡邉恒夫,伊藤亜子,原 武史,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度春季(第171回)大会
    • Place of Presentation
      東工大(横浜市)
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] MR画像における子宮領域の抽出と3Dプリンタを用いた術前計画への応用に関する基礎研究2015

    • Author(s)
      伊藤寛明,S.A.Zikrib.S.Aluwee,神谷直希,周 向栄,加藤博基,横山龍二郎,原 武史,姜 慧研,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度春季(第171回)大会
    • Place of Presentation
      東工大(横浜市)
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated detection of lung tumors in PET/CT images: Improved detection using active contour filter2015

    • Author(s)
      Atsushi Teramoto, Hiroshi Fujita, Katsuaki Takahashi, Osamu Yamamuro, Tsuneo Tamaki, Masami Nishio, and Toshiki Kobayashi
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Preliminary on Uterine Fibroids Segmentation and Visualization on MRI for Surgery Planning2015

    • Author(s)
      Sayed Ahmad Zikri B. S. Aluwee, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Masayuki Kanematsu, and Hiroshi Fujita
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated Detection of Microaneurysms Using Improved Density Gradient Vector Concentration on Retinal Fundus Images2015

    • Author(s)
      Yuji Hatanaka, Susumu Okumura, Kazunori Ogohara, Tsuyoshi Inoue, Chisako Muramatsu, and Hiroshi Fujita
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated detection method for architectural distortion on mammograms based on analysis of linear structure direction2015

    • Author(s)
      Akihiro Ito, Takeshi Hara, Chisako Muramatsu, Hiroshi Fujita, Tomoko Matsubara, Akinori Tsunomori, and Tokiko Endo
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated evaluation of alveolar bone resorption on dental panoramic radiographs2015

    • Author(s)
      Ryo Takahashi, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita, Tatsuro Hayashi, Min Zhang, Hiroki Suzuki, and Akitoshi Katsumata
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Improvement to an Automated Method for Detection of Carotid Artery Calcifications by Localizing the ROIs Using the Probabilistic Atlas2015

    • Author(s)
      Yuka Hattori, Chisako Muramatsu, Takeshi Hara, Xiangrong Zhou, Hiroshi Fujita, Akitoshi Katsumata, and Tatsuro Hayashi
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated recognition method of lower sternocleidomastoid muscle using atlas based method for its nonrigid deformation and anatomical alignment in torso CT images2015

    • Author(s)
      Kosuke Ieda, Naoki Kamiya, Xiangrong Zhou, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita, and Huayue Chen
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Evaluation of automatic segmentation results of organ regions on torso CT images of FDG-PET/CT2015

    • Author(s)
      Miho SHIMIZU, Satoshi ITOH, Takeshi HARA, Xiangrong ZHOU, Chisako MURAMATSU, Hiroshi FUJITA, Shin-ichiro KUMITA, Kei-ichi ISHIHARA, and Tetsuro KATAFUCHI
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Evaluation of 3D Phase Correlation Method for Multiple-organ Registrations on Multiple-imaging Modalities2015

    • Author(s)
      Yuki SUZUMURA, Huayue CHEN, Xiangrong ZHOU, Takeshi HARA, Ryujiro YOKOYAMA, Hiroshi FUJITA, and Masayuki KANEMATSU
    • Organizer
      Joint Conference of IWAIT and IFMIA 2015
    • Place of Presentation
      National Cheng Kung University (Tainan, Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 診断分野「CAD(コンピュータ支援診断システム)の最新動向と将来」2014

    • Author(s)
      藤田広志
    • Organizer
      第4回JIRA(日本画像医療システム工業会)画像医療システム産業研究会
    • Place of Presentation
      日中友好会館(東京)
    • Year and Date
      2014-12-10
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 体幹部FDG-PET画像のコンピュータ診断支援システム,平成26年度「中部地区医療・バイオ系シーズ発表会」2014

    • Author(s)
      原 武史
    • Organizer
      新技術説明会及びシーズ展示会
    • Place of Presentation
      ウィンクあいち(名古屋)
    • Year and Date
      2014-12-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] Z-score imaging of torso FDG-PET SUV and computer-aided diagnostic system based on anatomical standardization2014

    • Author(s)
      Miho Shimizu, Takeshi Hara, Yuzuho Yamaguchi, Tetsuro Katafuchi, Daisuke Fukuoka, Satoshi Itoh, Chisako Muramatsu, Xiangrong Zhou, and Hiroshi Fujita
    • Organizer
      RSNA 2014: 100th Scientific Assembly and Annual Meeting
    • Place of Presentation
      McCormick Place, Chicago, IL, USA
    • Year and Date
      2014-11-30 – 2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Semi-automated PATLAK plot method for mean cerebral blood flow on dynamic scintigrams2014

    • Author(s)
      Takeshi Hara, Hiroshi Tago, Tetsuro Katafuchi, Daisuke Fukuoka, and Hiroshi Fujita
    • Organizer
      RSNA 2014: 100th Scientific Assembly and Annual Meeting
    • Place of Presentation
      McCormick Place, Chicago, IL, USA
    • Year and Date
      2014-11-30 – 2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automatic partitioning torso CT images based on anatomical definition and its performance evaluation by using a large dataset2014

    • Author(s)
      X.Zhou, S.Morita, T.Hara, R.Yokoyama, H.Chen, M.Kanematsu, and H.Fujita
    • Organizer
      RSNA 2014: 100th Scientific Assembly and Annual Meeting
    • Place of Presentation
      McCormick Place, Chicago, IL, USA
    • Year and Date
      2014-11-30 – 2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Does the background removal tool used on nature pictures work well for organ segmentations on 3D CT images?2014

    • Author(s)
      X.Zhou, T Ito, T.Hara, R.Yokoyama, H.Chen, M.Kanematsu, and H.Fujita
    • Organizer
      RSNA 2014: 100th Scientific Assembly and Annual Meeting
    • Place of Presentation
      McCormick Place, Chicago, IL, USA
    • Year and Date
      2014-11-30 – 2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 多元計算解剖モデル利用による画像診断支援2014

    • Author(s)
      藤田廣志,原 武史,周 向栄,村松千左子
    • Organizer
      岐阜大学フェア2014
    • Place of Presentation
      岐阜大学
    • Year and Date
      2014-10-31 – 2014-11-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] 体幹部X 線CT 画像における剛体位置合わせと骨格の形状特徴を利用した胸鎖乳突筋の解剖学的付着部位の自動認識2014

    • Author(s)
      家田皓将,神谷直希,周 向栄,陳 華岳,原 武史,藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] Extraction and Visualization of Anatomical Structures of Uterine on MRI2014

    • Author(s)
      Sayed Ahmad Zikri B. S. Aluwee, Hiroki Kato, Xiangrong Zhou, Takeshi Hara, Masayuki Kanematsu,and Hiroshi Fujita
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 歯科パノラマX 線写真上の頸動脈石灰化の自動検出-ROI の局所化による偽陽性削除-2014

    • Author(s)
      服部佑香,村松千左子, 原 武史, 林 達郎, 勝又明敏, 周 向栄, 藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 3 次元位相限定相関法を用いた同一患者画像の位置合わせの性能評価2014

    • Author(s)
      鈴村勇貴,周 向栄,陳 華岳,原 武史,横山龍二郎,兼松雅之,藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] テクスチャ解析を用いた膝伸展筋力測定法の開発2014

    • Author(s)
      村上大樹,渡邉恒夫,福岡大輔,寺林伸夫,原 武史,藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] パトラックプロット法に基づく平均脳血流量の自動解析法における信頼区間による大脳平均脳血流量の評価2014

    • Author(s)
      小保田智彦,原 武史,多湖博史,福岡大輔,片渕哲朗,後藤裕夫,藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 歯科パノラマX線画像における左右差分像技術を用いた上顎洞領域の異常陰影検出法の改良2014

    • Author(s)
      三木勇磨,原 武史, 村松千左子, 林 達郎, 勝又明敏, 周 向栄, 藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] ベクトル集中度フィルタとマハラノビス距離を用いた脳MRA 画像における未破裂脳動脈瘤の検出2014

    • Author(s)
      森 健悟,内山良一,原 武史, 藤田広志
    • Organizer
      平成26年度日本生体医工学会東海支部大会
    • Place of Presentation
      スズケン本社(名古屋)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automated analysis of increased uptake regions in bone scintigraphy using SPECT/CT: Three-dimensional analysis technique and initial evaluation using phantoms2014

    • Author(s)
      M.Tsujimoto, A.Teramoto, M.Ishiguro, Y.Kinomura, H.Toyama, and H.Fujita
    • Organizer
      The 2nd International Conference on Radiological Science and Technology
    • Place of Presentation
      札幌コンベンションセンター
    • Year and Date
      2014-10-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] 非造影乳腺MR画像に用いた腫瘍の自動検出に関する予備的検討2014

    • Author(s)
      安達勇人, 寺本篤司,大塚智子,藤田広志
    • Organizer
      第42回日本放射線技術学会秋期学術大会
    • Place of Presentation
      札幌コンベンションセンター
    • Year and Date
      2014-10-09 – 2014-10-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 眼底画像における主幹動静脈の分類法2014

    • Author(s)
      立木宏和,畑中裕司,奥村 進,小郷原一智,村松千左子,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度秋季(第170回)大会
    • Place of Presentation
      ワークプラザ岐阜
    • Year and Date
      2014-10-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] マンモグラムにおける方向性に基づく乳腺構造の解析法の開発と構築の乱れの検出法の検討2014

    • Author(s)
      伊藤彰宏,松原友子,角森昭教,原 武史,村松千左子,遠藤登喜子,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度秋季(第170回)大会
    • Place of Presentation
      ワークプラザ岐阜
    • Year and Date
      2014-10-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 乳房X線画像における腫瘤と構築の乱れの自動検出手法2014

    • Author(s)
      山崎瑞季,村田千佳,大塚智子,寺本篤司,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度秋季(第170回)大会
    • Place of Presentation
      ワークプラザ岐阜
    • Year and Date
      2014-10-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 乳腺MRIにおける拡散強調画像とT1強調画像を併用した腫瘍の自動検出2014

    • Author(s)
      安達勇人,寺本篤司,宮條さとみ,山室 修,大見久美子,藤田広志
    • Organizer
      医用画像情報学会(MII)平成26年度秋季(第170回)大会
    • Place of Presentation
      ワークプラザ岐阜
    • Year and Date
      2014-10-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 体幹部FDG-PET/CT画像における統計画像解析法の基礎検討2014

    • Author(s)
      清水美帆,原 武史,周 向栄,村松千左子,伊藤 哲,汲田伸一郎,石原圭一,片渕哲朗,藤田広志
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2014-09-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Improved Automated Optic Cup Segmentation Based on Detection of Blood Vessel Bends in Retinal Fundus Images2014

    • Author(s)
      Yuji Hatanaka, Yuuki Nagahata, Chisako Muramatsu, Susumu Okumura, Kazunori Ogohara, Akira Sawada, Kyoko Ishida, Tetsuya Yamamoto, and Hiroshi Fujita
    • Organizer
      36th Annual International IEEE EMBS Conference
    • Place of Presentation
      Sheraton Hotel & Towers, Chicago, Illinois, USA
    • Year and Date
      2014-08-26 – 2014-08-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Detection of Cup Border Points for Glaucomatous Disc Analysis Using Constrained Local Model2014

    • Author(s)
      Chisako Muramatsu, Yuji Hatanaka, Kyoko Ishida, Akira Sawada, Tetsuya Yamamoto, and Hiroshi Fujita
    • Organizer
      36th Annual International IEEE EMBS Conference
    • Place of Presentation
      Sheraton Hotel & Towers, Chicago, Illinois, USA
    • Year and Date
      2014-08-26 – 2014-08-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] 骨粗鬆症早期発見のための歯科パノラマX線写真上における下顎皮質骨の形態自動分類法の開発2014

    • Author(s)
      堀場一輝,村松千左子,林 達郎,福井達真,原 武史,勝又明敏,藤田広志
    • Organizer
      第33回日本画像工学会大会
    • Place of Presentation
      東京慈恵会医科大学
    • Year and Date
      2014-07-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 歯科パノラマX線写真における歯槽骨吸収定量評価CADシステムの開発2014

    • Author(s)
      高橋 龍,張 敏,村松千左子,原 武史,勝又明敏,藤田広志
    • Organizer
      第33回日本画像工学会大会
    • Place of Presentation
      東京慈恵会医科大学
    • Year and Date
      2014-07-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 頭部MRA画像における嚢状小脳動脈瘤の自動検出法2014

    • Author(s)
      多田浩章,小沢義典,原 武史,藤田広志
    • Organizer
      第33回日本画像工学会大会
    • Place of Presentation
      東京慈恵会医科大学
    • Year and Date
      2014-07-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] マンモグラムにおける腫瘤陰影の類似画像検索のためのクラスタリングに基づく心理物理的類似度の検討2014

    • Author(s)
      高橋徹哉,村松千左子,原 武史,藤田広志
    • Organizer
      第33回日本画像工学会大会
    • Place of Presentation
      東京慈恵会医科大学
    • Year and Date
      2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 体幹部FDG-PET画像の統計的画像解析手法によるCADシステムの開発2014

    • Author(s)
      山口由津穂,原 武史,福岡大輔,周 向栄,村松千左子,片渕哲朗,藤田広志,他4名
    • Organizer
      第33回日本画像工学会大会
    • Place of Presentation
      東京慈恵会医科大学
    • Year and Date
      2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] コンピュータ支援医用画像診断(CAD)2014

    • Author(s)
      藤田広志
    • Organizer
      社団法人日本工業技術振興会・第155回次世代画像入力ビジョンシステム部会定例会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2014-07-10
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Book] Handbook of X-ray Imaging Physics and Technology2018

    • Author(s)
      C.Muramatsu and H.Fujita (et al.)
    • Total Pages
      1393
    • Publisher
      CRC Press
    • ISBN
      9781498741521
    • Related Report
      2017 Annual Research Report
  • [Book] Medical Image Analysis and Informatics: Computer-aided Diagnosis and Therapy2018

    • Author(s)
      Y.Hatanaka and H.Fujita (et al.)
    • Total Pages
      518
    • Publisher
      Taylor and Francis
    • ISBN
      9781498753197
    • Related Report
      2017 Annual Research Report
  • [Book] Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging2018

    • Author(s)
      A.Teramoto and H.Fujita (et al.)
    • Total Pages
      387
    • Publisher
      Springer
    • ISBN
      9783319688428
    • Related Report
      2017 Annual Research Report
  • [Book] AI導入によるバイオテクノロジーの発展2018

    • Author(s)
      藤田広志,他
    • Total Pages
      234
    • Publisher
      シーエムシー出版
    • ISBN
      9784781313153
    • Related Report
      2017 Annual Research Report
  • [Book] 医用画像情報工学2018

    • Author(s)
      藤田広志・他編著
    • Total Pages
      230
    • Publisher
      医歯薬出版
    • ISBN
      9784263206485
    • Related Report
      2017 Annual Research Report
  • [Book] 多元計算解剖学の基礎と臨床への応用2018

    • Author(s)
      藤田広志,原 武史,周 向栄,他
    • Total Pages
      303
    • Publisher
      誠文堂新光社
    • ISBN
      9784416518243
    • Related Report
      2017 Annual Research Report
  • [Book] Computational Anatomy Based on Whole Body Imaging-Basic Principles of Computer-Assisted Daignosis and Theraphy2017

    • Author(s)
      H.Fujita, T.Hara, C.Muramatsu, N.Kamiya, D.Fukuoka, T.Matsubara, (et al.)
    • Total Pages
      354
    • Publisher
      Springer
    • ISBN
      9784431559740
    • Related Report
      2017 Annual Research Report
  • [Book] Computer-Aided Detection and Diagnosis in Medical Imaging2015

    • Author(s)
      Y. Uchiyama and H. Fujita
    • Total Pages
      425
    • Publisher
      CRC Press
    • Related Report
      2014 Annual Research Report
  • [Book] Computer-Aided Detection and Diagnosis in Medical Imaging2015

    • Author(s)
      C. Muramatsu and H. Fujita
    • Total Pages
      425
    • Publisher
      CRC Press
    • Related Report
      2014 Annual Research Report
  • [Remarks] 岐阜大学藤田研究室

    • URL

      http://www.fjt.info.gifu-u.ac.jp/

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report 2016 Annual Research Report
  • [Remarks] 多元計算解剖学

    • URL

      http://wiki.tagen-compana.org/mediawiki/index.php/Main_Page

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report 2016 Annual Research Report
  • [Remarks] 多元計算解剖学ホームページ

    • URL

      http://wiki.tagen-compana.org/mediawiki/index.php/Main_Page

    • Related Report
      2015 Annual Research Report
  • [Remarks] 藤田研究室ホームページ

    • URL

      http://www.fjt.info.gifu-u.ac.jp/

    • Related Report
      2015 Annual Research Report
  • [Remarks] 岐阜大学 大学院 医学系研究科 再生医科学専攻 再生工学講座 知能イメージ情報分野

    • URL

      http://www.fjt.info.gifu-u.ac.jp/

    • Related Report
      2014 Annual Research Report
  • [Remarks] 多元計算解剖学

    • URL

      http://www.tagen-compana.org/

    • Related Report
      2014 Annual Research Report
  • [Patent(Industrial Property Rights)] 被ばく線量計測方法および被ばく線量計測装置2016

    • Inventor(s)
      原 武史、周 向栄、藤田廣志、武田賢志郎、他5名
    • Industrial Property Rights Holder
      岐阜大学、株式会社CMI
    • Industrial Property Rights Type
      特許
    • Patent Publication Number
      2016-143166
    • Filing Date
      2016-07-21
    • Related Report
      2016 Annual Research Report

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Published: 2014-11-20   Modified: 2022-02-28  

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