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2013 Fiscal Year Final Research Report

Computational Anatomy for Computer-aided Diagnosis and Therapy : Frontiers of Medical Image Sciences

Administrative Group

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Project AreaComputational anatomy for computer-aided diagnosis and therapy :Frontiers of medical image sciences
Project/Area Number 21103001
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

KOBATAKE Hidefumi  東京農工大学, 工学(系)研究科(研究院), 名誉教授 (80013720)

Co-Investigator(Kenkyū-buntansha) MEKADA Yoshito  中京大学, 工学部, 教授 (00282377)
FUJITA Hiroshi  岐阜大学, 大学院医学系研究科, 教授 (10124033)
IMIYA Atsushi  千葉大学, 総合メディアセンター, 教授 (10176505)
MORI Kensaku  名古屋大学, 情報連携統括本部, 教授 (10293664)
MASUTANI Yoshitaka  東京大学, 医学部付属病院, 講師 (20345193)
SUZUKI Naoki  東京慈恵会医科大学, 医学部, 教授 (40147327)
NAWANO Shigeru  国際医療福祉大学, 保健医療学部, 教授 (40156005)
UENO Junji  徳島大学, 大学院ヘルスバイオサイエンス研究部, 教授 (60116788)
SATO Yoshinobu  大阪大学, 大学院医学系研究科, 准教授 (70243219)
NIKI Noboru  徳島大学, 大学院ソシオテクノサイエンス研究部, 教授 (80116847)
SHIMIZU Akinobu  東京農工大学, 大学院工学研究院, 准教授 (80262880)
HASHIZUME Makoto  九州大学, 大学院医学系研究院, 教授 (90198664)
KIDO Shoji  山口大学, 大学院医学系研究科, 教授 (90314814)
Project Period (FY) 2009-07-23 – 2014-03-31
Keywords画像認識 / 画像理解 / 診断支援 / 手術支援 / 臓器構造 / 臓器モデル / モデリング / 統計数理モデル
Research Abstract

Basic methods for anatomical landmark detection, statistical mathematical modeling of organs, understanding of organ structure, and so on have been developed. They consist of technical bases of computational anatomy and fully-automated understanding of structure of primary organs has been realized. These basic technologies have led to the technological advancement of computer aided diagnosis and computer assisted surgery. Their qualitative increase in safety and effectiveness has been realized.
As one of the activities of the coordination committee, CT image database with 200 cases has been developed. It provides the gold standard of organ segmentation which can be used for evaluating segmentation methods. To accelerate and boost collaboration among our research groups, general-purpose medical-image-processing software has been also developed. Seminars and workshops have been held to foster young researchers in the area of computational anatomy.

  • Research Products

    (40 results)

All 2014 2013 2012 2011 2010 2009 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (8 results) (of which Invited: 2 results) Book (21 results) Remarks (1 results) Patent(Industrial Property Rights) (2 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 Pages: 269-281

    • DOI

      10.1007/s11548-013-0923-6

    • Peer Reviewed
  • [Journal Article] 新しいパラメータ最適化法による解剖学的ランドマーク検出処理の性能改善―教師ラベル設定基準のパラメータ化と新しい評価関数の導入-2013

    • Author(s)
      根本充貴、増谷佳孝、花岡昇平、野村行弘、三木聡一郎、吉川健啓、林直人、大友邦
    • Journal Title

      電子情報通信学会論文誌 (D、情報・システム)

      Volume: J96-D(4) Pages: 853-866

    • URL

      http://ci.nii.ac.jp/naid/110009596333

    • Peer Reviewed
  • [Journal Article] Externally Navigated bronchoscopy using 2-D motion sensors: Dynamic phantom validation2013

    • Author(s)
      Xiongbiao Luo, Takayuki Kitasaka, Kensaku Mori
    • Journal Title

      IEEE Transactions on Medical Imaging

      Volume: Vol.32, No.10 Pages: 1745-1764

    • URL

      http://www.ncbi.nlm.nih.gov/pubmed/23686944

    • 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, 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] Automated preoperative planning of femoral stem in total hip arthroplasty from 3D CT data: Atlas-based approach and comparative study2012

    • Author(s)
      Otomaru I, Nakamoto M, Kagiyama Y, Takao M, Sugano N, Tomiyama N, Tada Y, Sato Y
    • Journal Title

      Medical Image Analysis

      Volume: 16(2) Pages: 415-426

    • DOI

      10.1016/j.media.2011.10.005

    • Peer Reviewed
  • [Journal Article] Quantitative classification based on CT histogram analysis of non-small cell lung cancer: Correlation with histopathological characteristics and recurrence-free survival2012

    • Author(s)
      Y.Kawata, N.Niki, H.Ohmatsu, M.Kusumoto, T.Tsuchida, K.Eguchi, M.Kaneko, N.Moriyama
    • Journal Title

      Medical Physics

      Volume: Vol.39, No.2 Pages: 988-1000

    • DOI

      10.1118/1.3679017

    • Peer Reviewed
  • [Journal Article] Automatic localization of solid organs on 3D CT images by a collaborative majority voting decision based on ensemble learning2012

    • Author(s)
      X.Zhou, S.Wang, H.Chen, T.Hara, R.Yokoyama, M.Kanematsu, and H.Fujita
    • Journal Title

      Computerized Medical Imaging and Graphics

      Volume: Vol.36, No.4 Pages: 304-313

    • DOI

      10.1016/j.compmedimag.2011.12.004

    • Peer Reviewed
  • [Journal Article] Feasibility of a real-time virtual reality navigation system utilizing open magnetic resonance imaging for safe and accurate excision of breast tumor2009

    • Author(s)
      Tomikawa M, Hong J, Hashizume M, et al.
    • Journal Title

      Int J CARS

      Volume: 4(1) Pages: S131-S132

    • DOI

      10.1016/j.jamcollsurg.2010.01.032.

    • Peer Reviewed
  • [Presentation] Computational anatomy, Towards complete medical image understanding and clinical decision support from 3D medical images, Theme Keynote Speech2013

    • Author(s)
      Sato Y
    • Organizer
      35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      20130703-07
    • Invited
  • [Presentation] State-of-the-art of computer-aided diagnosis (CAD) in medical images2013

    • Author(s)
      H.Fujita
    • Organizer
      The International Symposium on Electrical-Electronics Engineering (ISEE2013)
    • Place of Presentation
      Ho Chi Minh City, Vietnam
    • Year and Date
      2013-11-01
  • [Presentation] Multiscale image analysis of lung CT images2013

    • Author(s)
      Noboru Niki
    • Organizer
      Proceedings of MICCAI Workshop 2013
    • Place of Presentation
      Nagoya University, Aichi
    • Year and Date
      2013-09-26
    • Invited
  • [Presentation] Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images, MICCAI2013

    • Author(s)
      C. Chu, M. Oda, T. Kitasaka, K. Misawa, M. Fujiwara, Y. Hayashi, Y. Nimura, D. Rueckert, K. Mori
    • Organizer
      LNCS 8150, 2013
    • Year and Date
      2013-09-24
  • [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
      Proc. of Workshop on Computational and Clinical Applications in Abdominal Imaging in conjunction with MICCAI2013
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2013-09-22
  • [Presentation] What is the essential Information in Image-Guided Minimally Invasive Surgery?2013

    • Author(s)
      Hashizume M
    • Organizer
      2nd MICCAI Workshop on Clinical Image-based Procedures, Translational Research in Medical Imaging
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2013-09-22
  • [Presentation] Appearance Similarity Flow for Quantification of Anatomical Landmark Uncertainty in Medical Images2012

    • Author(s)
      Masutani Y, Nemoto M, Hanaoka S, Hayashi N, Ohtomo K
    • Organizer
      ISVC'12 8th International Symposium on Visual Computing
    • Place of Presentation
      Crete, Greece
    • Year and Date
      20120716-18
  • [Presentation] A Method for Extracting Airway Trees by Using a Cavity Enhancement Filter2011

    • Author(s)
      Yasushi Hirano, Rui Xu, Rie Tachibana, Shoji Kido
    • Organizer
      The 4th International Workshop on Pulmonary Image Analysis
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2011-09-18
  • [Book] Condition Relaxation in Conditional Statistical Shape ModelsIn , 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
  • [Book] Computational Intelligence in Biomedical Imaging2014

    • Author(s)
      T.Hayashi, H.Chen, K.Miyamoto, X.Zhou, T.Hara, and H.Fujita
    • Total Pages
      159-184
    • Publisher
      Springer
  • [Book] 電気学会125 年史 1888-20132013

    • Author(s)
      森 健策
    • Total Pages
      486-488
    • Publisher
      電気学会
  • [Book] これでわかる拡散MRI 第3版2013

    • Author(s)
      (編)青木 茂樹、阿部 修、増谷 佳孝、高原 太郎
    • Total Pages
      247-248
    • Publisher
      秀潤社
  • [Book] The Cancer Journal2013

    • Author(s)
      Ohuchida K, Hashizume M
    • Total Pages
      130-132
    • Publisher
      Robotic Surgery and Cancer
  • [Book] Pharma Medica Vol.30、 No.102013

    • Author(s)
      大内田 研宙、 橋爪 誠
    • Total Pages
      33-36
    • Publisher
      メディカルレビュー社
  • [Book] 映像情報Medical44 巻6号2012

    • Author(s)
      植村 宗則、田代 泰隆、 神代 竜一、 長尾 吉泰、 富川 盛雅、 橋爪 誠
    • Total Pages
      524-552
    • Publisher
      産業開発機構
  • [Book] 外科74巻8号2012

    • Author(s)
      富川 盛雅、 大内田 研宙、 家入 里志、 橋爪 誠
    • Total Pages
      834-837
    • Publisher
      南江堂
  • [Book] 医用画像解析ハンドブック2012

    • Author(s)
      大内田 研宙、 橋爪 誠
    • Total Pages
      749-760
    • Publisher
      日本医用画像工学会
  • [Book] 医用画像工学ハンドブック2012

    • Author(s)
      尾川 浩一、工藤 博幸、清水 昭伸、佐藤 嘉伸、増谷 佳孝、森 健策、湯浅 哲也、本谷 秀堅(編集委員)
    • Total Pages
      777
    • Publisher
      日本医用画像工学会
  • [Book] 医用画像ハンドブック2012

    • Author(s)
      仁木 登、河田 佳樹、鈴木 秀宣
    • Total Pages
      576-582
    • 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)
      仁木 登、河田 佳樹、鈴木 秀宣
    • Total Pages
      605-614
    • Publisher
      オーム社
  • [Book] 実践 医用画像解析ハンドブック2012

    • Author(s)
      藤田 廣志、石田 隆行、桂川 茂彦(監修); 藤田 廣志、石田 隆行、桂川 茂彦、原 武史、目加田 慶人、加野 亜紀子、羽石 秀昭(共編)
    • Total Pages
      835
    • Publisher
      オーム社、東京
  • [Book] 実践医用画像解析ハンドブック2012

    • Author(s)
      藤田 廣志(分担執筆)
    • Total Pages
      518-533, 761-767
    • Publisher
      オーム社
  • [Book] 医用画像ハンドブック2010

    • Author(s)
      石田、他編、 仁木 登、他著
    • Total Pages
      761-777
    • Publisher
      株式会社オーム社
  • [Book] INTERNATIONAL PRINCIPLES OF LAPAROSCOPIC SURGERY2010

    • Author(s)
      Hashizume M
    • Total Pages
      167-174
    • Publisher
      Cine-Med Publishing, inc
  • [Book] Centro de Cirguia de Minima Invasion, Formacion en cirucia laparoscopica paso a paso 4a edicion2010

    • Author(s)
      J.Uson, F.M.Sanchez, M.A, Sanchez, F.J.Perez, Hashizume M
    • Total Pages
      80-90
  • [Book] New Techniques in Surgery Series Augmented Reality for Image-Guided Surgery in Urology2010

    • Author(s)
      Ukimura O, Nakamoto M, Sato Y, Hashizume M, Miki T, Desai M, Aron M, Gill, IS
    • Total Pages
      215-222
    • Publisher
      New Technologies in Urology
  • [Book] 医用画像ハンドブック2010

    • Author(s)
      森 健策
    • Total Pages
      348-352, 352-355, 362-365
    • Publisher
      オーム社
  • [Book] Medicine Meets Virtual Reality 172009

    • Author(s)
      Suzuki N, Hattori A, Hashizume M, et al.
    • Total Pages
      374-379
    • Publisher
      IOS Press. Tele-NOTES 17
  • [Book] Robotic Surgery, (Robotic Gastric Surgery)2009

    • Author(s)
      Hashizume M
    • Total Pages
      287-293
    • Publisher
      The McGraw-Hill Companies Inc
  • [Remarks]

    • URL

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

  • [Patent(Industrial Property Rights)] 画像処理装置、画像処理方法、画像処理装置の制御プログラム、記録媒体2013

    • Inventor(s)
      仁木 登
    • Industrial Property Rights Holder
      仁木 登
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      特願第2013-205014
    • Filing Date
      2013-09-30
  • [Patent(Industrial Property Rights)] 医用画像観察支援装置及び医用観察支援プログラム2013

    • Inventor(s)
      森 健策
    • Industrial Property Rights Holder
      国立大学法人名古屋大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      特願2013-180682
    • Filing Date
      2013-08-30

URL: 

Published: 2015-06-25  

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