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2013 Fiscal Year Final Research Report

Computer-aided diagnosis of computational anatomical model and application of computer-aided autopsy imaging.

Planned Research

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Project AreaComputational anatomy for computer-aided diagnosis and therapy :Frontiers of medical image sciences
Project/Area Number 21103008
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 InstitutionYamaguchi University

Principal Investigator

KIDO Shoji  山口大学, 医学(系)研究科(研究院), 教授 (90314814)

Co-Investigator(Kenkyū-buntansha) KIMURA Hirohiko  福井大学, 医学部, 教授 (10242596)
MATSUNAGA Naofumi  山口大学, 医学系研究科, 教授 (40157334)
SHOUNO Hayaru  電気通信大学, 電気通信学部, 准教授 (50263231)
OKADA Munemasa  山口大学, 医学部附属病院, 講師 (70380003)
TANAKA Nobuyuki  山口大学, 医学系研究科, 准教授 (90294636)
HIRANO Yasushi  山口大学, 医学系研究科, 准教授 (90324459)
TACHIBANA Rie  大島商船高等学校, 情報工学科, 助教 (90435462)
Project Period (FY) 2009-07-23 – 2014-03-31
Keywordsコンピュータ支援診断 / オートプシー・イメージング / テクスチャ解析 / 統計形状モデル / レジストレーション
Research Abstract

In order to perform clinical development of computational anatomy in collaboration with other research groups, we have carried on our research "Computer-aided diagnosis of computational anatomical model and application of computer-aided autopsy imaging." In the previous research project "multi-organ, multi-disease CAD system," we have aimed at developing multi-organ, multi-disease CAD systems instead of single-organ single-disease CAD systems. In this current research project, we have intended to perform clinical development of computer-aided diagnosis and therapy systems based on computational anatomy which have high diagnostic accuracy and robustness. Moreover, in adding autopsy imaging which is now socially important to our research subject, we have aimed at constructing CAD system for life-time images between ante- and post-mortem images.

  • Research Products

    (52 results)

All 2014 2013 2012 2011 2010

All Journal Article (14 results) (of which Peer Reviewed: 13 results) Presentation (36 results) Book (2 results)

  • [Journal Article] Developments and evaluation of the statistical shape modeling for principal inner organs on torso CT images2014

    • Author(s)
      X. Zhou, R. Xu, T. Hara, Y. Hirano, R. Yokoyama, M. Kanematsu, H. Hoshi, S. Kido, H. Fujita
    • Journal Title

      Radiological Physics and Technology

    • DOI

      10.1007/s12194-014-0261-6

    • Peer Reviewed
  • [Journal Article] Particle-System Based Adaptive Sampling on Spherical Parameter Space to Improve the MDL Method for Construction of Statistical Shape Models2013

    • Author(s)
      R. Xu, X.R. Zhou, Y. Hirano, R. Tachibana, T. Hara, S. Kido, H. Fujita
    • Journal Title

      Computational and Mathematical Methods in Medicine

      Volume: vol. 2013, Article ID 196259 Pages: 9

    • DOI

      10.1155/2013/196259

  • [Journal Article] GND-PCA-Based Statistical Modeling of Diaphragm Motion Extracted from 4D MRI2013

    • Author(s)
      W. Swastika, Y. Masuda, R. Xu, S. Kido, Y. Chen, H. Haneishi
    • Journal Title

      Computational and Mathematical Methods in Medicine

      Volume: Vol.2013, Article ID 482941

    • Peer Reviewed
  • [Journal Article] Volumetric evaluation of dual-energy perfusion CT for the assessment of intrapulmonary clot burden2013

    • Author(s)
      M. Okada, Y. Nakashima, Y. Kunihiro, Y. Sano, K. Suga, S. Kido, N. Matsunaga
    • Journal Title

      Clin Radiol

      Volume: 68(12) Pages: 669-75

    • DOI

      10.1016/j.crad.2013.07.018.

    • Peer Reviewed
  • [Journal Article] ITK のためのGPGPU プログラミング支援環境2013

    • Author(s)
      秋山 亮太, 徐 睿, 平野 靖, 木戸 尚治
    • Journal Title

      Med Imag Tech

      Volume: No.3 Pages: 153-158

    • DOI

      10.11409/mit.31.153

    • Peer Reviewed
  • [Journal Article] 一般化空洞強調フィルタによる胸部CT 像からの気管支領域抽出手法の開発2013

    • Author(s)
      平野 靖,徐 睿, 橘 理恵,木戸 尚治
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol.J96-D, No.4 Pages: 824-833

    • URL

      http://ci.nii.ac.jp/naid/110009596330

    • Peer Reviewed
  • [Journal Article] A Bag-of-Features Approach to Classify Six Types of Pulmonary Textures on High-Resolution Computed Tomography2013

    • Author(s)
      R. Xu, Y. Hirano, R. Tachibana and S. Kido
    • Journal Title

      IEICE Trans. Inf. & Syst

      Volume: vol.E96-D, no.4 Pages: 845-855

    • DOI

      10.1587/transinf.E96.D.845

    • Peer Reviewed
  • [Journal Article] Classification of Pneumoconiosis on HRCT Images for Computer-Aided Diagnosis2013

    • Author(s)
      W. Zhao, R. Xu, Y. Hirano, R. Tachibana, S. Kido N. Suganuma
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: vol.E96-D, no.4 Pages: 836-844

    • Peer Reviewed
  • [Journal Article] GPU とCUDA を用いた並列画像処理プログラムの作成支援環境の構築2013

    • Author(s)
      秋山 亮太, 徐 睿, 平野 靖, 木戸 尚治
    • Journal Title

      Med Imag Tech

      Volume: Vol.31, No.1 Pages: 42-51

    • URL

      http://ci.nii.ac.jp/naid/130003374493

    • Peer Reviewed
  • [Journal Article] The low attenuation area on dualenergy perfusion CT: Correlation with the pulmonary function tests and quantitative CT measurements2012

    • Author(s)
      M. Okada, Y. Kunihiro, Y. Nakashima, N. Matsunaga, Y. Sano, Y. Yuasa, A. Narazaki, S. Kudomi, M. Koike, S. Kido
    • Journal Title

      European Journal of Radiology

      Volume: vol.81, No.10 Pages: 2892-2899

    • DOI

      10.1016/j.ejrad.2011.11.006

    • Peer Reviewed
  • [Journal Article] デコンボリューション法によるPET 画像上の部分容積効果補正法の検討2012

    • Author(s)
      橘 理恵, 平野 靖, 徐 睿, 木戸 尚治, 菅 一能
    • Journal Title

      Med Imag Tech

      Volume: Vol.30, No.2 Pages: 123-129

    • DOI

      10.11409/mit.30.123

    • Peer Reviewed
  • [Journal Article] 空洞強調フィルタとその気管支領域抽出手法への応用2012

    • Author(s)
      平野 靖, 徐 睿, 橘 理恵, 木戸 尚治
    • Journal Title

      Med Imag Tech

      Volume: Vol.30, No.1 Pages: 33-42

    • DOI

      10.11409/mit.30.33

    • Peer Reviewed
  • [Journal Article] 計算解剖モデルの診断支援とオートプシー・イメージング支援応用2011

    • Author(s)
      木戸 尚治,平野 靖,徐 睿,庄野 逸
    • Journal Title

      Med Imag Tech

      Volume: vol.29, No.3 Pages: 138-142

    • DOI

      10.11409/mit.29.138

    • Peer Reviewed
  • [Journal Article] 呼気と吸気のCT 画像を用いた肺呼吸機能の解析とSPECT 画像の対比検討2011

    • Author(s)
      渡部優樹, 平野 靖, 木戸 尚治, 岡田宗正, 菅一能
    • Journal Title

      生体医工学

      Volume: vol.49,no.1 Pages: 76-83

    • URL

      http://ci.nii.ac.jp/naid/40018844899

    • Peer Reviewed
  • [Presentation] Computer-aided Classification of Diffuse Lung Disease Opacities by Use of Sparse Representation-based Method on 3D-Ct Images2014

    • Author(s)
      Shoji Kido
    • Organizer
      Society of Thoracic Radiology 2014(STR 2014), the Quantitative CT Imaging of the Lung meeting
    • Place of Presentation
      Grand Hyatt San Antonio Hotel, San Antonio, USA
    • Year and Date
      2014-03-15
  • [Presentation] Differential Diagnosis of Benign and Malignant Brain Tumors by Use of Texture Analysis on FDG-PET Images2013

    • Author(s)
      Shoji Kido
    • Organizer
      99th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2013)
    • Place of Presentation
      McCormick Place, Chicago, America
    • Year and Date
      20131201-06
  • [Presentation] Automatic Detection of GGO Regions on CT Images in LIDC Dataset Based on Artificial Neural Network2013

    • Author(s)
      Keisuke Yokota
    • Organizer
      14th International Symposium on Advanced Intelligent Systems (ISIS2013)
    • Place of Presentation
      Pai Chai University, Daejeon, Korea
    • Year and Date
      20131113-16
  • [Presentation] Detection of Lung Nodules on Temporal Subtraction Image from MDCT Images Using Statistical Features2013

    • Author(s)
      Takahiro Miyajima
    • Organizer
      14th International Symposium on Advanced Intelligent Systems (ISIS2013)
    • Place of Presentation
      Chai University, Daejeon, Korea
    • Year and Date
      20131113-16
  • [Presentation] Two-step AdaBoost for Automatic Identification of Lung Nodules Candidate by Using Density and Shape Features2013

    • Author(s)
      Shuji Tanaka
    • Organizer
      14th International Symposium on Advanced Intelligent Systems (ISIS2013)
    • Place of Presentation
      Pai Chai University, Daejeon, Korea
    • Year and Date
      20131113-16
  • [Presentation] Fault- and Disaster-Resistant Medical Cloud System for Various Medical Applications2013

    • Author(s)
      Yasushi Hirano
    • Organizer
      2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom 2013)
    • Place of Presentation
      Technical University of Lisbon, Lisbon, Portugal
    • Year and Date
      20131009-12
  • [Presentation] Semantic Characteristics Prediction of Pulmonary Nodule Using Artificial Neural Networks2013

    • Author(s)
      Guangxu Li
    • Organizer
      35th Annual International Conference of the IEEE EMBS
    • Place of Presentation
      Osaka International Convention Center, Osaka, Japan
    • Year and Date
      20130703-07
  • [Presentation] Classification of Diffuse Lung Diseases Patterns by a Sparse Representation Based Method on HRCT Images2013

    • Author(s)
      Wei Zhao
    • Organizer
      35th Annual International Conference of the IEEE EMBS
    • Place of Presentation
      Osaka International Convention Center, Osaka, Japan
    • Year and Date
      20130703-07
  • [Presentation] Quantitative imaging of hepatic cirrhosis on abdominal CT images2013

    • Author(s)
      Shoji Kido
    • Organizer
      European Congress of Radiology (ECR2013)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      20130307-11
  • [Presentation] Ai と計算解剖学 新学術領域研究「計算解剖学」におけるAi へ取り組み2013

    • Author(s)
      木戸 尚治
    • Organizer
      第11回オートプシー・イメージング学会学術総会
    • Place of Presentation
      千葉大学,千葉市
    • Year and Date
      2013-11-09
  • [Presentation] Discrimination of benign and malignant GGO in LIDC/IDRI dataset using three-dimensional oriented GLCM and hyper-surface fitting2013

    • Author(s)
      Yasushi Hirano
    • Organizer
      Fifth International Workshop on Pulmonary Image Analysis
    • Place of Presentation
      Nagoya University, Nagoya, Japan
    • Year and Date
      2013-09-26
  • [Presentation] Medical Image Processing and Computer-Aided Detection/ Diagnosis2012

    • Author(s)
      H. Fujita
    • Organizer
      International Conference on Computerized Healthcare (ICCH) 2012
    • Place of Presentation
      The Hong Kong Polytechnic University, Hong Kong, China
    • Year and Date
      20121217-18
  • [Presentation] A Computer-aided Classification Scheme for Attenuation Patterns Caused by Diffuse Lung Diseases on Three-dimensional CT Images2012

    • Author(s)
      Shoji Kido
    • Organizer
      98th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2012)
    • Place of Presentation
      McCormick Place, Chicago,USA
    • Year and Date
      20121125-30
  • [Presentation] An idiopathic interstitial pneumonia classification for CT image by use of a semi-supervised learning2012

    • Author(s)
      Masayoshi Wada
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Statistical modeling of diaphragm motion extracted from 4D-MRI using 1DPCA and 2DPCA2012

    • Author(s)
      Windra Swastika
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Construction of statistical shape models of organs in torso CT scans using MDL method2012

    • Author(s)
      Shotaro Yamaguchi
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Computer-aided analysis of diffuse lung diseases: the effect of opacity distribution2012

    • Author(s)
      Ryo Tanaka
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Development of Programming Environment for Computer-Aided Diagnosis System with Web interface2012

    • Author(s)
      Hisashi Ozaki
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Reliability Evaluation of Radiologist and Semiautomatic Segmentation Algorithm for Small Pulmonary Nodules2011

    • Author(s)
      Rie Tachibana
    • Organizer
      97th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2011)
    • Place of Presentation
      McCormick Place, Chicago, USA
    • Year and Date
      20111127-1202
  • [Presentation] Classification of Diffuse Lung Disease Patterns on High-Resolution Computed Tomography by a Bag of Words Approach2011

    • Author(s)
      Rui Xu
    • Organizer
      MICCAI 2011
    • Place of Presentation
      Westin Harbour Castle, Toronto, Canada
    • Year and Date
      20110919-21
  • [Presentation] Classification of Idiopathic Interstitial Pneumonia CT Images using Convolutional-net with Sparse Feature Extractors2011

    • Author(s)
      Taiju Inagaki
    • Organizer
      The International Conference on Parallel and Distributed Processing Techniques and Applications 2011 (PDPTA'2011)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Year and Date
      20110708-21
  • [Presentation] Automated segmentation of lungs with severe large opacities in multi-detector row CT images2011

    • Author(s)
      Shoji Kido
    • Organizer
      European Congress of Radiology (ECR2011)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      20110303-07
  • [Presentation] Computer-aided detection of liver tumors using subtracted threedimensional hepatic CT images2011

    • Author(s)
      Shoji Kido
    • Organizer
      European Congress of Radiology (ECR2011)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      20110303-07
  • [Presentation] Interactive semiautomatic segmentation tool of human organs using three-dimensional CT images2011

    • Author(s)
      Shoji Kido
    • Organizer
      European Congress of Radiology (ECR2011)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      20110303-07
  • [Presentation] Fully automated segmentation of pulmonary lobes with severe diffuse opacities on threedimensional thoracic CT images2011

    • Author(s)
      Shoji Kido
    • Organizer
      European Congress of Radiology (ECR2011)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      20110303-07
  • [Presentation] Comparative study of respiratory function for pulmonary lobectomy based on computer simulation2011

    • Author(s)
      Yasushi Hirano
    • Organizer
      Joint Meeting combining the 3rd meeting of the Japanese Society of Pulmonary Functional Imaging (JSPFI) and 5th International Workshop for Pulmonary Functional Imaging (IWPFI)
    • Place of Presentation
      Awaji Yumebutai International Conference Center, Awaji, Japan
    • Year and Date
      20110128-30
  • [Presentation] Numerical simulation of respiratory function for pulmonary lobectomy2011

    • Author(s)
      Yasushi Hirano
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2011
    • Place of Presentation
      Tenbusu Naha, Naha, Japan
    • Year and Date
      20110118-19
  • [Presentation] A Method for Extracting Airway Trees by Using a Cavity Enhancement Filter2011

    • Author(s)
      Yasushi Hirano
    • Organizer
      The Fourth International Workshop on Pulmonary Image Analysis
    • Place of Presentation
      Westin Harbour Castle, Toronto, Canada
    • Year and Date
      2011-09-18
  • [Presentation] 胸部領域を中心としたコンピュータ支援診断システムの開発の現状2011

    • Author(s)
      木戸 尚治
    • Organizer
      第19回大阪CCVR 研究会
    • Place of Presentation
      ハービスPLAZA, 大阪市,大阪府
    • Year and Date
      2011-09-03
  • [Presentation] コンピュータ支援診断の基礎2011

    • Author(s)
      平野 靖
    • Organizer
      第19回大阪CCVR 研究会
    • Place of Presentation
      ハービスPLAZA, 大阪市,大阪府
    • Year and Date
      2011-09-03
  • [Presentation] 3D Non-rigid Image Registration for Open-MR Guided Pneumoperitoneum in Laparoscopic Surgery2010

    • Author(s)
      Rui Xu
    • Organizer
      2010 International Conference on Future Computer, Control and Communication (FCCC2010)
    • Place of Presentation
      Nanning, China
    • Year and Date
      20101210-12
  • [Presentation] Computer-aided Diagnosis for Diffuse Lung Diseases on Three-dimensional Thoracic CT images2010

    • Author(s)
      Shoji Kido
    • Organizer
      2010 International Conference on Future Computer, Control and Communication (FCCC2010)
    • Place of Presentation
      Nanning, China
    • Year and Date
      20101210-12
  • [Presentation] Computer-aided diagnosis using thoracis CT images2010

    • Author(s)
      Shoji Kido
    • Organizer
      8th SJRS Symposium & 1lth NJPACS Symposium
    • Place of Presentation
      Munkebjerg Hotel, Vejle, Denmark
    • Year and Date
      20100906-07
  • [Presentation] Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter Propagation Network2010

    • Author(s)
      Yuki Tanaka
    • Organizer
      The International Conference on Parallel and Distributed Processing Techniques and Applications 2010(PDPTA'10)
    • Place of Presentation
      Las Vegas USA
    • Year and Date
      20100712-15
  • [Presentation] Parallel processing environment for three-dimensional image processing using MPI2010

    • Author(s)
      Yasushi Hirano
    • Organizer
      Computer Assisted Radiology and Surgery 24th International Congress and Exhibition (CARS2010)
    • Place of Presentation
      University Medical Center, Geneva, Switzerland
    • Year and Date
      20100623-26
  • [Presentation] Automatic registration of whole lungs from inspiration and expiration thoracic CT images2010

    • Author(s)
      Shoji Kido
    • Organizer
      ECR2010
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2010-03-10
  • [Book] 医用画像工学ハンドブック2012

    • Author(s)
      医用画像工学ハンドブック編集委員会
    • Total Pages
      452-469, 18
    • Publisher
      日本医用画像工学会
  • [Book] 実践 医用画像解析ハンドブック2012

    • Author(s)
      藤田広志, 他
    • Total Pages
      271-562, 17
    • Publisher
      オーム社

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Published: 2015-06-25   Modified: 2017-11-20  

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