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Computer-aided detection of metastatic diseases in lympha node, liver, and lung from colorectal cancer

Research Project

Project/Area Number 26560260
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Medical systems
Research InstitutionThe University of Tokushima

Principal Investigator

Kawata Yoshiki  徳島大学, ソシオテクノサイエンス研究部, 准教授 (70274264)

Co-Investigator(Kenkyū-buntansha) 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)
SHIMADA Mitsuo  徳島大学, 大学院医歯薬学研究部, 教授 (10216070)
IINUMA Gen  国立研究開発法人国立がん研究センター, 中央病院, 医長 (60222824)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords大腸がん転移巣 / 造影CT画像診断支援システム / 胸腹部造影CT画像データベース / 血管ネットワーク構造解析法 / 造影CT 画像診断支援システム / 胸腹部造影CT 画像データベース
Outline of Final Research Achievements

The purpose of this study was to develop and evaluate the effectiveness of a computerized approach that detects metastatic diseases in lympha node, liver, and lung from colorectal cancer. For that, we performed the following four subprojects; (1) establishing a database of torso CT images with contrast material and diagnosis reports, (2) developing a structure analysis method of vessel network in torso organs, (3) developing a detection method of metastatic diseases in lymapa node, liver, and lung through vessel network analysis, and (4) developing computer-aided detection system of metastatic diseases. Preliminary experimental results using the established database suggested that the quantitative analysis of vessel network structures in torso organs can characterize indications of metastatic diseases which are spread from colorectal cancer.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (15 results)

All 2016 2015 2014

All Journal Article (1 results) Presentation (14 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results)

  • [Journal Article] 計算解剖モデルに基づく診断支援2014

    • Author(s)
      仁木登,河田佳樹,鈴木秀宣,松廣幹雄
    • Journal Title

      INNERVISION

      Volume: 29 Pages: 19-21

    • NAID

      130000886607

    • Related Report
      2014 Research-status Report
  • [Presentation] Automatic bone of torso segmentation using contrast enhanced CT2016

    • Author(s)
      A.S.Maklad, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, T.Utsunomiya, M.Shimada
    • Organizer
      1st Asia Oceania Workshop of Pulmonary Functional Imaging combined with 8th Japanese Society of Pulmonary Functional Imaging
    • Place of Presentation
      Awaji Yumebutai International Conference Center (Awaji City, Hyogo, Japan)
    • Year and Date
      2016-01-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 多時相造影CTにおける転移性リンパ節の解析2016

    • Author(s)
      井村涼太,掛田貴章,尾澤公亮,鈴木秀宣,河田佳樹,仁木登,島田光生,飯沼元
    • Organizer
      電子情報通信学会技術研究報告医用画像
    • Place of Presentation
      那覇市ぶんかテンブス館(沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 造影CT画像(動脈相・門脈相・平衡相)を用いた腹部血管画像解析2016

    • Author(s)
      掛田貴章,井村涼太,尾澤公亮,鈴木秀宣,河田佳樹,仁木登,島田光生,飯沼元
    • Organizer
      電子情報通信学会技術研究報告医用画像
    • Place of Presentation
      那覇市ぶんかテンブス館(沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 腹部造影CT画像における血管抽出と分類2015

    • Author(s)
      尾澤公亮,平島孝樹,鈴木秀宣,河田佳樹,仁木登,島田光生,飯沼元
    • Organizer
      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] 造影CT画像(動脈相・門脈相・平衡相)を用いた腹部血管画像解析2015

    • Author(s)
      掛田貴章,井村涼太,尾澤公亮,鈴木秀宣,河田佳樹,仁木登,島田光生,飯沼元
    • Organizer
      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] 胸腹部CT検診コンピュータ支援診断2015

    • Author(s)
      仁木登
    • Organizer
      第10回消化管CT技術研究会
    • Place of Presentation
      新宿明治安田生命ホール(東京都新宿区)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Annual Research Report
  • [Presentation] Automatic blood vessel-based liver segmentation through the portal phase abdominal CT dataset2015

    • Author(s)
      Ahmed S.Maklad, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, M.Satake, N.Moriyama, T.Utsunomiya, M.Shimada:
    • Organizer
      電子情報通信学会技術研究報告医用画像
    • Place of Presentation
      三重大学(三重県津市)
    • Year and Date
      2015-05-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] Nonlinear dimensionality reduction of CT histogram based feature space for predicting recurrence-free survival in non-small-cell lung cancer2015

    • Author(s)
      Y.Kawata, N.Niki, H.Ohmatsu, K.Aokage, M.Kusumoto, T.Tsuchida, K.Eguchi, M.Kaneko
    • Organizer
      Proc. SPIE Medical Imaging
    • Place of Presentation
      Renaissance Orlando (Orlando, Florida, United States)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Research-status Report
  • [Presentation] Quantitative assessment of smoking-induced emphysema progression in longitudinal CT screening for lung cancer2015

    • Author(s)
      H.Suzuki, R.Mizuguchi, M.Matsuhiro, Y.Kawata, N.Niki, Y.Nakano, H.Ohmatsu, M.Kusumoto, T.Tsuchida, K.Eguchi, M.Kaneko, N.Moriyama
    • Organizer
      Proc. SPIE Medical Imaging
    • Place of Presentation
      Renaissance Orlando (Orlando, Florida, United States)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Research-status Report
  • [Presentation] Peripleural lung disease detection based on multi-slice CT images2015

    • Author(s)
      M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, Y.Nakano, H.Ohmatsu, M.Kusumoto, T.Tsuchida, K.Eguchi, M.Kaneko
    • Organizer
      Proc. SPIE Medical Imaging
    • Place of Presentation
      Renaissance Orlando (Orlando, Florida, United States)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Research-status Report
  • [Presentation] Microstructure analysis of the pulmonary acinus using a synchrotron radiation CT2015

    • Author(s)
      Y.Tokumoto, K.Minami, Y.Kawata, N.Niki, K.Umetani, Y.Nakano, H.Sakai, H.Ohmatsu, H.Itoh
    • Organizer
      Proc. SPIE Medical Imaging
    • Place of Presentation
      Renaissance Orlando (Orlando, Florida, United States)
    • Year and Date
      2015-02-21 – 2015-02-26
    • Related Report
      2014 Research-status Report
  • [Presentation] Recurrence-free survival prediction of non-small cell lung cancer based on a nonparametric Bayesian analysis of CT histograms2014

    • Author(s)
      Y.Kawata, N.Niki, H.Ohmatsu, K.Aokage, M.Kusumoto, T.Tsuchida, M.Satake, K.Eguchi, M.Kaneko, N.Moriyama
    • Organizer
      CARS International Journal of Computer Assisted Radiology and Surgery
    • Place of Presentation
      Fukuoka International Convention Center (福岡県福岡市)
    • Year and Date
      2014-06-25 – 2014-06-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Automatic extraction of abdominal blood vessel through the portal phase of a CT dataset2014

    • Author(s)
      A.Maklad, M.Matsuhiro, H.Suzuki, Y.Kawata, N.Niki, M.Satake, N.Moriyama, T.Utsunomiya, M.Shimada
    • Organizer
      CARS International Journal of Computer Assisted Radiology and Surgery
    • Place of Presentation
      Fukuoka International Convention Center (福岡県福岡市)
    • Year and Date
      2014-06-25 – 2014-06-28
    • Related Report
      2014 Research-status Report
  • [Presentation] CADe and CADx for lung cancer CT images2014

    • Author(s)
      N.Niki
    • Organizer
      CARS International Journal of Computer Assisted Radiology and Surgery
    • Place of Presentation
      Fukuoka International Convention Center (福岡県福岡市)
    • Year and Date
      2014-06-25 – 2014-06-28
    • Related Report
      2014 Research-status Report
    • Invited

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Published: 2014-04-04   Modified: 2017-05-10  

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