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Computer-Aided Diagnosis of Autopsy Imaging Based on Computational Anatomy

Planned Research

Project AreaComputational anatomy for computer-aided diagnosis and therapy :Frontiers of medical image sciences
Project/Area Number 21103007
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 InstitutionTokyo University of Agriculture and Technology

Principal Investigator

AKINOBU Shimizu  東京農工大学, 工学(系)研究科(研究院), 准教授 (80262880)

Co-Investigator(Kenkyū-buntansha) YAMAMOTO Seiji  放射線医学総合研究所, 重粒子医科学センター, 医師 (40302567)
下総 良太  千葉大学, 医学部付属病院・放射線部, 助教 (20375786)
竹村 淳  東京農工大学, 大学院・共生科学技術研究院, 助教 (20297617)
堀越 琢郎  千葉大学, 医学部附属病院, 医員 (50456068)
Project Period (FY) 2009-07-23 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥107,380,000 (Direct Cost: ¥82,600,000、Indirect Cost: ¥24,780,000)
Fiscal Year 2013: ¥18,460,000 (Direct Cost: ¥14,200,000、Indirect Cost: ¥4,260,000)
Fiscal Year 2012: ¥18,070,000 (Direct Cost: ¥13,900,000、Indirect Cost: ¥4,170,000)
Fiscal Year 2011: ¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2010: ¥19,500,000 (Direct Cost: ¥15,000,000、Indirect Cost: ¥4,500,000)
Fiscal Year 2009: ¥33,800,000 (Direct Cost: ¥26,000,000、Indirect Cost: ¥7,800,000)
Keywords計測工学 / 機械学習 / 計算機支援診断 / 統計数学 / オートプシー・イメージング / 画像診断 / 解剖学 / 画像認識
Research Abstract

We carried out a study on computational anatomy and computer aided diagnosis of autopsy imaging. In practice, a computational anatomy model for an organ of autopsy imaging was constructed and a segmentation algorithm with the computational anatomy model for a postmortem CT volume was developed. Subsequently, we develop a bone fracture detection algorithm from a postmortem CT volume. Eventually we validated the performance of the segmentation algorithm and the bone fracture detection algorithm. It was confirmed from the validation results that the proposed algorithms were superior to conventional algorithms in terms of organ segmentation performance as well as bone fracture detection accuracy.

Report

(6 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (68 results)

All 2014 2013 2012 2011 2010 2009 Other

All Journal Article (18 results) (of which Peer Reviewed: 11 results,  Acknowledgement Compliant: 1 results) Presentation (45 results) (of which Invited: 3 results) Book (4 results) Remarks (1 results)

  • [Journal Article] Statistical Shape Model of a Liver for Autopsy Imaging2014

    • Author(s)
      Atsushi Saito, Akinobu Shimizu, Hidefumi Watanabe, Seiji Yamamoto, Shigeru Nawano and Hidefumi Kobatake
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: vol.9, Issue 2 Issue: 2 Pages: 269-281

    • DOI

      10.1007/s11548-013-0923-6

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A conditional statistical shape model with integrated error estimation of the conditions; application to liver segmentation in non-contrast CT images2014

    • Author(s)
      Sho Tomoshige, Elco Oost, Akinobu Shimizu, Hidefumi Watanabe, Shigeru Nawano
    • Journal Title

      Medical Image Analysis

      Volume: vol.18 Issue: 1 Pages: 130-143

    • DOI

      10.1016/j.media.2013.10.003

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] An Automated Segmentation Algorithm for CT Volumes of Livers with Atypical Shapes and Large Pathological Lesions2014

    • Author(s)
      Shun Umetsu, Akinobu Shimizu,Hidefumi Watanabe, Hidefumi Kobatake, Shigeru Nawano
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E97.D Issue: 4 Pages: 951-963

    • DOI

      10.1587/transinf.E97.D.951

    • NAID

      130003394921

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multi-shape graph cuts with neighbor prior constraints and its application to lung segmentation from a chest CT volume2013

    • Author(s)
      Keita Nakagomi, Akinobu Shimizu, Hidefumi Kobatake, Masahiro Yakami, Koji Fujimoto, Kaori Togashi
    • Journal Title

      Medical Image Analysis

      Volume: vol.17 Issue: 1 Pages: 62-77

    • DOI

      10.1016/j.media.2012.08.002

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ensemble Learning Based Segmentation of Metastatic Liver Tumours in Contrast-Enhanced Computed Tomography2013

    • Author(s)
      Akinobu Shimizu, Takuya Narihira, Daisuke Furukawa, Hidefumi Kobatake, Shigeru Nawano, Kenji Shinozaki
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E96.D Issue: 4 Pages: 864-868

    • DOI

      10.1587/transinf.E96.D.864

    • NAID

      10031182851

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 統計的形状特徴を考慮可能な新しいブースティングアルゴリズムの提案と臓器抽出への応用2013

    • Author(s)
      清水昭伸,他
    • Journal Title

      MEDICAL IMAGING TECHNOLOGY

      Volume: 31 Pages: 121-131

    • NAID

      130003374500

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 死後CTあれこれ症例集 3 死後CT症例 2)Ai情報センター編2012

    • Author(s)
      山本正二
    • Journal Title

      臨床画像

      Volume: 28 Pages: 860-865

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Computer-aided Autopsy imaging based on computational anatomy2012

    • Author(s)
      A.Shimizu
    • Journal Title

      INNERVISION

      Volume: 27 Pages: 50-51

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Computer-Aided Diagnosis of Autopsy Imaging Based on Computational Anatomy2011

    • Author(s)
      A.Shimizu
    • Journal Title

      Medical Imaging Technology

      Volume: 29 Pages: 134-137

    • NAID

      130000886609

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Ai-Current status and making a valid system design-2011

    • Author(s)
      S.Yamamoto
    • Journal Title

      Magazine of Japanese Society of Pediatric Radiology

      Volume: 27 Pages: 4-13

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Challenges and Problems of Ai (postmortem imaging) in Chiba University School of Medicine2011

    • Author(s)
      R.Shimofusa, H.Yokota, Y.Makino, et al
    • Journal Title

      Journal of Medical Imaging and Information

      Volume: 43 Pages: 327-330

    • Related Report
      2011 Annual Research Report
  • [Journal Article] A cost-sensitive extension of AdaBoost with markov random field priors for automated segmentation of breast tumors in ultrasonic images2010

    • Author(s)
      A.Takemura, A.Shimizu, et al.
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: 5 Pages: 537-547

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The effect of radiotherapy on NKT cells in patients with advanced head and neck cancer2010

    • Author(s)
      Kouichi Kobayashi, Yuriko Tanaka, Shigetoshi Horiguchi, Seiji Yamamoto, Nakayama Toshinori, Akira Sugimoto, Yoshitaka Okamoto
    • Journal Title

      Cancer Immunol Immunother

      Volume: 59 Pages: 1503-1509

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated pancreas segmentation from three-dimensional contrast-enhanced computed tomography2010

    • Author(s)
      Akinobu Shimizu
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery Vol.5, No.1

      Pages: 85-98

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discrimination of Breast Tumors in Ultrasonic Images Using an Ensemble Classifier based on AdaBoost with Feature Selection2010

    • Author(s)
      Atsushi Takemura
    • Journal Title

      IEEE Trans.on Medical Imaging Vol.29, No.3

      Pages: 598-609

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ai(Autopsy imaging)-12 Change of Ai2010

    • Author(s)
      S.Yamamoto
    • Journal Title

      Rinshoukensa vol.54, no.1

      Pages: 103-109

    • NAID

      40016885372

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Trial application of computed tomography(CT)to donated cadavers during human gross anatomy laboratories and anticipated educational effects2009

    • Author(s)
      Y.Matsuno
    • Journal Title

      Chiba medical journal vol.85, no.5

      Pages: 237-240

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Introduction to Computed Tomography for Postmortem Examination(II)2009

    • Author(s)
      M.Hayakawa
    • Journal Title

      Res.Pract.Forens.Med vol.52

      Pages: 89-96

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 死後CT 像のテクスチャ解析による死因・死後経過時間推定2014

    • Author(s)
      平野靖, 時安竣一, 徐睿, 橘理恵, 木戸尚治, 斉藤篤, 清水昭伸
    • Organizer
      日本医用画像工学会大会
    • Place of Presentation
      東京慈恵会医科大学 大学1号館
    • Year and Date
      2014-07-26
    • Related Report
      2013 Final Research Report
  • [Presentation] Automated lung segmentation for autopsy imaging using graph cuts with a statistical shape model2014

    • Author(s)
      Atsushi Saito, Satoshi Okata, Akinobu Shimizu, Hidefumi Watanabe, Shigeru Nawano
    • Organizer
      International Journal of Computer Assisted Radiology and Surgery
    • Place of Presentation
      Fukuoka International Congress Center, Japan
    • Year and Date
      2014-06-26
    • Related Report
      2013 Final Research Report
  • [Presentation] スパースモデリングに基づく確率アトラスの構築とセグメンテーションへの応用2014

    • Author(s)
      梅津 駿,清水昭伸,渡部秀文,縄野 繁
    • Organizer
      電子情報通信学会 医用画像研究会
    • Place of Presentation
      沖縄県、那覇市、テンブス館
    • Related Report
      2013 Annual Research Report
  • [Presentation] Automated liver segmentation from a CT volume of a cadaver using a statistical shape model2013

    • Author(s)
      Atsushi Saito, Akinobu Shimizu, Hidefumi Watanabe, Seiji Yamamoto, Hidefumi Kobatake
    • Organizer
      International Journal of Computer Assisted Radiology and Surgery
    • Place of Presentation
      Heidelberg Convention Center, Germany
    • Year and Date
      2013-06-28
    • Related Report
      2013 Final Research Report
  • [Presentation] 条件の誤差モデルを用いた条件付き統計的形状モデルの改良2013

    • Author(s)
      朝重 青,他
    • Organizer
      医用画像研究会
    • Place of Presentation
      那覇市ぶんかテンブス館,那覇,沖縄
    • Year and Date
      2013-01-24
    • Related Report
      2012 Annual Research Report
  • [Presentation] 国内外の医用画像処理コンテストの動向2013

    • Author(s)
      清水昭伸
    • Organizer
      第5回次世代コンピュータ支援診断ソフトウェア臨床使用・評価プラットフォーム研究会
    • Place of Presentation
      東京都、文京区、東京大学附属病院
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Computational Anatomy for Autopsy Imaging2013

    • Author(s)
      Akinobu Shimizu
    • Organizer
      International Congress and Exhibition, Computer Assisted Radiology and Surgery, JICARS Special Session
    • Place of Presentation
      Heidelberg Convention Center, Heidelberg, Germany
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Automated liver segmentation from a CT volume of a cadaver using a statistical shape model2013

    • Author(s)
      Atsushi Saito, Akinobu Shimizu, Hidefumi Watanabe, Seiji Yamamoto, Hidefumi Kobatake
    • Organizer
      Computer Assisted Radiology and Surgery, 27th International Congress and Exhibition
    • Place of Presentation
      Heidelberg Convention Center, Heidelberg, Germany
    • Related Report
      2013 Annual Research Report
  • [Presentation] Computational Anatomy for Autopsy Imaging ; Technical developments -2013

    • Author(s)
      Akinobu Shimizu
    • Organizer
      Workshop on Whole-Body Computational Anatomy and its Application to Computer Aided Diagnosis and Therapy, in conjunction with IEEE EMBC
    • Place of Presentation
      Osaka International Convention Center, Osaka, Japan.
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3次元CT像上の大きな疾病を含む肝臓認識に関する検討,2013

    • Author(s)
      梅津 駿,清水昭伸,渡部秀文,小畑秀文,縄野 繁
    • Organizer
      電子情報通信学会 医用画像研究会
    • Place of Presentation
      宮城県、仙台市、東北大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] CT画像のセグメンテーションの基礎と最新動向2013

    • Author(s)
      清水昭伸
    • Organizer
      第32回日本医用画像工学会大会
    • Place of Presentation
      東京都、江東区、産業技術総合研究所臨海副都心センター
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] A Statistical Shape Model for Multiple Organs Based on Synthesized-Based Learning2013

    • Author(s)
      Atsushi Saito, Misaki Nakada, Elco Oost, Akinobu Shimizu, Hidefumi Watanabe, Shigeru Nawano
    • Organizer
      Workshop on Computational and Clinical Applications in Abdominal Imaging in conjunction with MICCAI2013
    • Place of Presentation
      Nagoya University, Nagoya, Aichi, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Relaxed conditional hierarchical statistical shape model of multiple organs2013

    • Author(s)
      Reito Oshima, Atsushi Saito, Hidefumi Watanabe, Akinobu Shimizu, Shigeru Nawano
    • Organizer
      1st International Workshop on BioImage Recognition
    • Place of Presentation
      Himegin Hall, Matsuyama, Ehime, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Landmark based semi-automated abdominal organ segmentation algorithm from a 3D medical images via sparse representation2012

    • Author(s)
      Hidefumi Watanabe, et al.
    • Organizer
      International Forum on Medical Imaging in Asia
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      2012-11-16
    • Related Report
      2012 Annual Research Report
  • [Presentation] A statistical shape model of a dead liver for autopsy imaging2012

    • Author(s)
      Atsushi Saito, et al.
    • Organizer
      International Forum on Medical Imaging in Asia
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      2012-11-16
    • Related Report
      2012 Annual Research Report
  • [Presentation] Concurrent estimation of regions of normal tissues and pathological lesions in a liver from CT volumes based on the lasso and application to segmentation of liver with lesions2012

    • Author(s)
      Shun Umetsu, et al.
    • Organizer
      International Forum on Medical Imaging in Asia
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      2012-11-16
    • Related Report
      2012 Annual Research Report
  • [Presentation] Improvement of a simultaneous statistical shape model for multiple abdominal organs using synthesized-based learning2012

    • Author(s)
      Akinobu SHIMIZU, et al.
    • Organizer
      CARS2012
    • Place of Presentation
      Palazzo dei Congressi, Pisa, Italy
    • Year and Date
      2012-06-27
    • Related Report
      2012 Annual Research Report
  • [Presentation] Interlobar fissure extraction from a chest CT volume based on a new loss function for a boosting algorithm2012

    • Author(s)
      Akinobu SHIMIZU, et al.
    • Organizer
      CARS2012
    • Place of Presentation
      Palazzo dei Congressi, Pisa, Italy
    • Year and Date
      2012-06-27
    • Related Report
      2012 Annual Research Report
  • [Presentation] Simultaneous extraction of multiple organs using a combination of conditional statistical shape model and graph cuts2012

    • Author(s)
      J.Kamiyama, S.Tomoshige, H.Watanabe, A.Shimizu, H.Kobatake, S.Nawano, M.Nemoto, S.Hanaoka, Y.Masutani
    • Organizer
      The Institute of Electronics, Information and Communication Engineers
    • Place of Presentation
      沖縄那覇市ぶんかテンブス館
    • Year and Date
      2012-01-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] Proposal of a conditional statistical shape model of an organ allowing a relaxed condition and its performance evaluation2012

    • Author(s)
      S.Tomoshige, H.Watanabe, A.Shimizu, H.Kobatake, S.Nawano
    • Organizer
      The Institute of Electronics, Information and Communication Engineers
    • Place of Presentation
      沖縄那覇市ぶんかテンブス館
    • Year and Date
      2012-01-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] Relaxed Conditional Statistical Shape Models and their Application to Non-Contrast Liver Segmentation2012

    • Author(s)
      Sho Tomoshige, et al.
    • Organizer
      Workshop on Computational and Clinical Applications in Abdominal Imaging
    • Place of Presentation
      Novotel Nice Centre Acropolis, Nice, France
    • Related Report
      2012 Annual Research Report
  • [Presentation] 裁判におけるAiの役割2012

    • Author(s)
      山本正二
    • Organizer
      第71回日本医学放射線学会総会
    • Place of Presentation
      パシフィコ横浜,横浜
    • Related Report
      2012 Annual Research Report
  • [Presentation] Multi-shape graph-cuts and its application to lung segmentation from a chest CT volume2011

    • Author(s)
      K.Nakagomi, A.Shimizu, H.Kobatake, M.Yakami, K.Fujimoto, K.Togashi
    • Organizer
      MICCAI workshop on Pulmonary Image Analysis
    • Place of Presentation
      CANADA, Toronto Westin Harbour Castle
    • Year and Date
      2011-09-18
    • Related Report
      2011 Annual Research Report
  • [Presentation] Multi-Organ Statistical Models and their application to abdominal CT images2011

    • Author(s)
      内田悠司, 清水昭伸, 小畑秀文, 縄野繁, 篠崎賢治
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 条件付確率アトラスの提案と腹部CT像からの膵臓抽出への応用2011

    • Author(s)
      落合啓明, 清水昭伸, 小畑秀文, 縄野繁, 篠崎賢治
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 大局的形状を考慮可能な新しいBoostingアルゴリズムの提案と評価2011

    • Author(s)
      進藤季世, 清水昭伸, 小畑秀文, 縄野繁, 篠崎賢治
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 腹部の複数臓器の統計的同時形状モデルの提案と評価2011

    • Author(s)
      中田美沙希, 清水昭伸, 小畑秀文, 縄野繁
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数形状グラフカットに基づく胸部CT像からの肺野セグメンテーションの高度化2011

    • Author(s)
      中込啓太, 清水昭伸, 小畑秀文, 縄野繁, 篠崎賢治, 石津浩一, 富樫かおり
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 融合移動グラフカットに基づく腹部CT像からの複数臓器同時抽出2011

    • Author(s)
      神山隼一, 清水昭伸, 小畑秀文, 縄野繁
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] Multi-Organ Statistical Models and their application to abdominal CT images2011

    • Author(s)
      E.Oost, A.Shimizu, H.Kobatake, S.Nawano
    • Organizer
      International Forum on Medical Imaging in Asia 2011
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館
    • Year and Date
      2011-01-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] 3D Medical Image Processing Algorithm Competition in Japan2011

    • Author(s)
      A.Shimizu, K.Takayuki, S.Nawano, K.Shinozaki, Y.Tateno
    • Organizer
      International Forum on Medical Imaging in Asia 2011
    • Place of Presentation
      沖縄,那覇,ぶんかテンブス館(INVITED)
    • Year and Date
      2011-01-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automated Segmentation of 3D CT Images based on Statistical Atlas and Graph Cuts2010

    • Author(s)
      A.Shimizu, K.Nakagomi, T.Narihira, H.Kobatake, S.Nawano, K.Shinozaki, K.Ishizu, K.Togashi
    • Organizer
      MICCAI workshop MCV
    • Place of Presentation
      China, Beijing, China National Convention Center
    • Year and Date
      2010-09-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数臓器の統計的モデルを用いた複数臓器同時抽出処理2010

    • Author(s)
      神山隼一, 清水昭伸, 小畑秀文, 縄野繁
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      神奈川,東海大学伊勢原キャンパス
    • Year and Date
      2010-07-30
    • Related Report
      2010 Annual Research Report
  • [Presentation] 形状情報を利用可能な新しいアンサンブル学習に基づくセグメンテーションの提案と3次元CT像からの脾臓抽出処理への応用2010

    • Author(s)
      進藤季世, 清水昭伸, 小畑秀文, 縄野繁, 篠崎賢治
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      神奈川,東海大学伊勢原キャンパス
    • Year and Date
      2010-07-30
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数臓器に対する統計的形状モデルの開発と評価2010

    • Author(s)
      中田美沙希, 清水昭伸, 小畑秀文, 縄野繁
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      神奈川,東海大学伊勢原キャンパス
    • Year and Date
      2010-07-30
    • Related Report
      2010 Annual Research Report
  • [Presentation] Shape prior based segmentation of organs in a 3D CT volume with graph cut2010

    • Author(s)
      K.Nakagomi, T.Narihira, A.Shimizu, H.Kobatake, S.Nawano, K.Shinozaki, K.Ishizu, K.Togashi
    • Organizer
      Computer Assisted Radiology and Surgery
    • Place of Presentation
      Switzerland, Geneva, University Medical Center
    • Year and Date
      2010-06-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] A comparative study of statistical shape models of the pancreas," International Journal of Computer Assisted Radiology and Surgery2010

    • Author(s)
      Y.Uchida, A.Shimizu, H.Kobatake, S.Nawano, K.Shinozaki
    • Organizer
      Computer Assisted Radiology and Surgery
    • Place of Presentation
      Switzerland, Geneva, University Medical Center
    • Year and Date
      2010-06-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] Computational Anatomy for Autopsy Imaging2010

    • Author(s)
      Akinobu Shimizu
    • Organizer
      Computer Assisted Radiology and Surgery
    • Place of Presentation
      Switzerland, Geneva, University Medical Center
    • Year and Date
      2010-06-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] Vessel segmentation in eye fundus images using ensemble learning and curve fitting2010

    • Author(s)
      E.Oost, Y.Akatsuka, A.Shimizu, H.Kobatake, D.Furukawa, A.Katayama
    • Organizer
      IEEE International Symposium on Biomedical Imaging
    • Place of Presentation
      The Netherlands, Rotterdam, Congress Center De Doelen
    • Year and Date
      2010-04-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] グラフカットを用いた形状制約付きエネルギー最小化による肝臓セグメンテーション2010

    • Author(s)
      成平拓也
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      沖縄, 那覇市ぶんかテンブス館
    • Year and Date
      2010-01-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] アンサンブル学習と分類器のカスケード化に基づく眼底画像からの血管抽出2010

    • Author(s)
      赤塚祐己
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      沖縄, 那覇市ぶんかテンブス館
    • Year and Date
      2010-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 膵臓の統計的形状モデル作成のための統計解析法に関する検討2010

    • Author(s)
      内田悠司
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      沖縄, 那覇市ぶんかテンブス館
    • Year and Date
      2010-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 非造影3次元CT像からの腹腔領域抽出処理の開発と評価2010

    • Author(s)
      高橋領
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      沖縄, 那覇市ぶんかテンブス館
    • Year and Date
      2010-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 多時相腹部CT像の位置合わせとセグメンテーションの同時処理のための新特徴量の開発と評価2010

    • Author(s)
      野村壱平
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      沖縄, 那覇市ぶんかテンブス館
    • Year and Date
      2010-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] Medical Image Processing Competition in Japan2009

    • Author(s)
      Akinobu Shimizu
    • Organizer
      Proc.of World Congress on Medical Physics and Biomedical Engineering
    • Place of Presentation
      Germany, Munich, International Congress Center Munich
    • Year and Date
      2009-09-10
    • Related Report
      2009 Annual Research Report
  • [Book] Condition Relaxation in Conditional Statistical Shape Models" In : Subspace Methods for Pattern Recognition in Intelligent Environment; Eds. Yen-Wie Chen, Lakhmi Jain2014

    • Author(s)
      Elco Oost, Sho Tomoshige and Akinobu Shimizu
    • Publisher
      Springer-Verlag, Berlin, Germany
    • Related Report
      2013 Final Research Report
  • [Book] Condition Relaxation in Conditional Statistical Shape Models In : Subspace Methods for Pattern Recognition in Intelligent Environment (Eds. Yen-Wie Chen, Lakhmi Jain)2014

    • Author(s)
      Elco Oost, Sho Tomoshige, Akinobu Shimizu
    • Total Pages
      199
    • Publisher
      Springer-Verlag, Berlin, Germany
    • Related Report
      2013 Annual Research Report
  • [Book] 医用画像工学ハンドブック2012

    • Author(s)
      尾川浩一,他
    • Total Pages
      777
    • Publisher
      日本医用画像工学会
    • Related Report
      2012 Annual Research Report
  • [Book] 医用画像ハンドブック,「確率アトラスを用いた組織認識」を担当2010

    • Author(s)
      石田, 他編, 清水昭伸, 他著
    • Total Pages
      1571
    • Publisher
      オーム社
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.comp-anatomy.org/wiki/

    • Related Report
      2013 Final Research Report

URL: 

Published: 2009-04-01   Modified: 2018-03-28  

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