• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Estimation System using 3D Boundary Following on Retinal 3D OCT Image

Research Project

Project/Area Number 23500555
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Medical systems
Research InstitutionMie University

Principal Investigator

TSURUOKA Shinji  三重大学, 地域イノベーション学研究科, 教授 (30126982)

Co-Investigator(Kenkyū-buntansha) TAKASE Haruhiko  三重大学, 大学院・工学研究科, 准教授 (10283516)
KAWANAKA Hiroharu  三重大学, 大学院・工学研究科, 助教 (30437115)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords医用画像処理 / 眼科用OCT画像 / パターン認識 / 輪郭線追跡 / 画像解析 / 画像パターン認識 / 境界線追跡 / 輪郭追跡 / OCT画像 / 画像処理
Research Abstract

This research is a research on the development of a new intelligent image processing system on retinal Optical Coherence Tomography (OCT) image using high speed OCT unit. We obtained the following research results.
(1) We constructed a new image analysis system including 3D boundary following method and region growing method on retinal 3D OCT image, and it can estimate the abnormal area and volume on a retinal tissue automatically.
(2) This system is a software system with a high usability interface on OCT image, and we confirmed the extraction accuracy (89% for age related macular degeneration, 73% for drusen, 79% for total) of an abnormal area in comparison with medical doctors using the clinical 3D OCT images.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (32 results)

All 2013 2012 2011

All Journal Article (15 results) (of which Peer Reviewed: 14 results) Presentation (17 results)

  • [Journal Article] Effect of Treatment Using 3-Dimentional Disease Generating Model on Optical Coherence Tomography Images2013

    • Author(s)
      Ngoc Anh Huyen Nguyen, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Hisanori Yagami, Fumio Okuyama
    • Journal Title

      IFMBE Proceedings ICBME2013, Springer

      Volume: 43 Pages: 96-99

    • DOI

      10.1007/978-3-319-02913-9_25

    • ISBN
      9783319029122, 9783319029139
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of Disease Area from Retinal Optical Coherence Tomography Images Using Three Dimensional Regional Statistics2013

    • Author(s)
      Ikunari Nakahara, Mohd Fadzil Abdul kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama and Hisashi Matsubara
    • Journal Title

      Procedia Computer Science KES2013

      Volume: 22 Pages: 893-901

    • DOI

      10.1016/j.procs.2013.09.160

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of Disease Area from Retinal Optical Coherence Tomography Images Using Three Dimensional Regional Statistics2013

    • Author(s)
      Ikunari Nakahara, Mohd Fadzil Abdul Kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama, Hisashi Matsubara
    • Journal Title

      Precedia Computer Science (KES2013)

      Volume: Vol. 22 Pages: 893-901

    • DOI

      10.1016/j.procs.2013.09.172

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 3D-Display of Treatment Effect Using Generating Model of Abnormal area on 3D Retinal Optical Coherence Tomography2013

    • Author(s)
      Ngoc Anh Huyen Nguyen, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Hisanori Yagami, Fumio Okuyama
    • Journal Title

      Proc. of the Fifth International Workshop on Regional Innovation Studies (IWRIS2013)

      Volume: 5 Pages: 32-35

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extraction Method of Disease Area Using Three Dimensional Regional Statisticsfrom Retinal Optical Coherence Tomography Images2013

    • Author(s)
      Ikunari Nakahara, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisanori Yagami, Hisashi Matsubara and Fumio Okuyama
    • Journal Title

      Proc. of the Fifth International Workshop on Regional Innovation Studies (IWRIS2013)

      Volume: 5 Pages: 36-39

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 3D Effect of Treatment on Optical Coherence Tomography (OCT) Image Using 3D Disease Generating Model2013

    • Author(s)
      Ngoc Anh Huyen Nguyen, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Hisanori Yagami, Fumio Okuyama
    • Journal Title

      Proc. of 2nd International Coference on Engineering Technology (ICET2013)

      Volume: 2-ICIT

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extraction Method of Retinal Disease Part Using Three Dimensional Regional Statistics from OCT Images2013

    • Author(s)
      Ikunari Nakahara, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisanori Yagami, Hisashi Matsubara and Fumio Okuyama
    • Journal Title

      Proc. of 2nd International Coference on Engineering Technology (ICET2013)

      Volume: 2-ICIT

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-Directional Alignment Method for Three-Dimensional Optical Coherence Tomographic Images2012

    • Author(s)
      Naoki Takeno, Kosuke Kagotani, Shinji Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Hisashi Matsubara, Fumio Okuyama, Hisanori Yagami
    • Journal Title

      Proc. of 2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2012)

      Pages: 1438-1442

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automatic extraction of retinal disease area for optical coherence tomography image using regional statistic2012

    • Author(s)
      Mohd Fadzil Abdul Kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama, Yukitaka Uji, Hisashi Matsubara, Hisanori Yagami
    • Journal Title

      Academic World Education & Research Center (AWER) Procedia Information Technology & Computer Science (WCIT2011)

      Volume: Vol.1 Pages: 1250-1255

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of Macular Disease Area Using Regional Statistics for Retinal Optical Coherence Tomography (OCT) Image2012

    • Author(s)
      Mohd Fadzil bin Abdul Kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama, Yukitaka Uji, Hisashi Matsubara, Hisanori Yagami
    • Journal Title

      Procedia Computer Science

      Volume: 未定

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extraction Method of Abnormal Part in Retinal Macular Region from Three-Dimensional Optical Coherence Tomography2011

    • Author(s)
      Naoki Takeno, Shinji Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Hisashi Matsubara, Fumio Okuyama, Hisanori Yagami
    • Journal Title

      Proc. of the 12th International Symposium on Advanced Intelligent Systems (ISIS2011)

      Pages: 371-374

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of Macular Disease Area Using Regional Statistics for Retinal Optical Coherence Tomography (OCT) Image2011

    • Author(s)
      Mohd Fadzil bin Abdul Kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama, Yukitaka Uji, Hisashi Matsubara, Hisanori Yagami
    • Journal Title

      Proc. of the Third International Workshop on Regional Innovation Studies (IWRIS2011)

      Volume: 3 Pages: 57-60

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extraction Method of Abnormal Part in Retinal Macular Region from Ophthalmic Three-Dimensional Optical Coherence Tomography2011

    • Author(s)
      Naoki Takeno, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Fumio Okumura
    • Journal Title

      Proc. of 12th International Symposium on Advanced Intelligent Systems (ISIS2011)

      Volume: 1

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Automatic Extraction of Retinal Disease Area for Optical Coherence Tomography Image Using Regional Statistics2011

    • Author(s)
      Mohd Fadzil Abdul Kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama, Yukitaka Uji, Hisashi Matsubara, Hisanori Yagami
    • Journal Title

      Proc. of 2nd World Conference on Information Technology (WCIT2011)

      Volume: 1 Pages: 1-5

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Automatic Extraction of Disease Area in Retinal Macular Region from Three-Dimensional Optical Coherence Tomography Images2011

    • Author(s)
      Naoki Takeno, Shinji Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Hisashi Matsubara, Fumio Okumura, Hisanori Yagami
    • Journal Title

      Proc. of International Symposium for Sustainability by Engineering at MIU [IS2EMU2011]

      Volume: 1 Pages: 253-256

    • Related Report
      2011 Research-status Report
  • [Presentation] Effect of Treatment Using 3-Dimentional Disease Generating Model on OpticalCoherence Tomography Images2013

    • Author(s)
      Ngoc Anh Huyen Nguyen, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Hisanori Yagami, Fumio Okuyama
    • Organizer
      The 15 th International Coference on Biomedical Engineering
    • Place of Presentation
      シンガポール大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Disease Generating Model for 3D Display of the Effect of Treatment on 3D Optical Coherence Tomography Images2013

    • Author(s)
      Nguyen Ngoc Anh Huyen, Ai Yamakawa, Dai Kodama, Shinji Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Yukitaka Uji, Hisashi Matsubara and Fumio Okuyama
    • Organizer
      The 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES2013)
    • Place of Presentation
      北九州国際会議場
    • Related Report
      2013 Annual Research Report
  • [Presentation] Extraction of Disease Area from Retinal Optical Coherence Tomography Images Using Three Dimensional Regional Statistics2013

    • Author(s)
      Ikunari Nakahara, Mohd Fadzil Abdul kadir, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama and Hisashi Matsubara
    • Organizer
      The 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES2013)
    • Place of Presentation
      北九州国際会議場
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3D-Display of Treatment Effect Using Generating Model of Abnormal area on 3D Retinal Optical Coherence Tomography2013

    • Author(s)
      Ngoc Anh Huyen Nguyen, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Hisanori Yagami, Fumio Okuyama
    • Organizer
      The Fifth International Workshop on Regional Innovation Studies (IWRIS2013)
    • Place of Presentation
      三重大学メディアホール
    • Related Report
      2013 Annual Research Report
  • [Presentation] Extraction Method of Disease Area Using Three Dimensional Regional Statisticsfrom Retinal Optical Coherence Tomography Images2013

    • Author(s)
      Ikunari Nakahara, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisanori Yagami, Hisashi Matsubara and Fumio Okuyama
    • Organizer
      The Fifth International Workshop on Regional Innovation Studies (IWRIS2013)
    • Place of Presentation
      三重大学メディアホール
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3D Effect of Treatment on Optical Coherence Tomography (OCT) Image Using 3D Disease Generating Model2013

    • Author(s)
      Ngoc Anh Huyen Nguyen, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisashi Matsubara, Hisanori Yagami, Fumio Okuyama
    • Organizer
      The 2nd International Coference on Engineering Technology (ICET2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Extraction Method of Retinal Disease Part Using Three Dimensional Regional Statistics from OCT Images2013

    • Author(s)
      Ikunari Nakahara, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Hisanori Yagami, Hisashi Matsubara and Fumio Okuyama
    • Organizer
      The 2nd International Coference on Engineering Technology (ICET2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Multi-Directional Alignment Method of Three-Dimensional Optical Coherence Tomographic Images2012

    • Author(s)
      N. Takeno, K.Kagotani, S. Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Hisashi Matsubara, Fumio Okuyama and Hisanori Yagami
    • Organizer
      Proc. of the IEEE International Conference on Systems, Man and Cybernetics (SMC2012)
    • Place of Presentation
      COEX,ソウル(韓国)
    • Related Report
      2012 Research-status Report
  • [Presentation] A Proposal of Extracting Retinal Boundaries for Optical Coherence Tomography Using Three Dimensional Active Grid2012

    • Author(s)
      Naoki Takeno, Shinji Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Hisashi Matsubara, Fumio Okuyama, Hisanori Yagami,
    • Organizer
      6th International Conference on Soft Computing and Intelligent Systems, and the 13th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2012)
    • Place of Presentation
      神戸、兵庫(日本)
    • Related Report
      2012 Research-status Report
  • [Presentation] Extraction of Disease Area and Measurement of Disease Volume Using ThreeDimensional Regional Statistics for OCT Image2012

    • Author(s)
      Ikunari Nakahara, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama
    • Organizer
      2nd International Symposium for Sustainability by Engineering at MIU (IS2EMU 2012)
    • Place of Presentation
      津、三重(日本)
    • Related Report
      2012 Research-status Report
  • [Presentation] Automatic Boundary Extracting Method of Retinal Optical Coherence Tomography Image Using Three Dimensional Active Grid2012

    • Author(s)
      Naoki Takeno, Shinji Tsuruoka, Hiroharu Kawanaka, Haruhiko Takase, Hisashi Matsubara, Fumio Okuyama
    • Organizer
      2nd International Symposium for Sustainability by Engineering at MIU (IS2EMU 2012)
    • Place of Presentation
      津、三重(日本)
    • Related Report
      2012 Research-status Report
  • [Presentation] Extraction of Disease Area Using Three Dimensional Regional Statistics for Retinal Optical Coherence Tomography (OCT) Image2012

    • Author(s)
      Ikunari Nakahara, Shinji Tsuruoka, Haruhiko Takase, Hiroharu Kawanaka, Fumio Okuyama, Hisashi Matsubara
    • Organizer
      the Fourth International Workshop on Regional Innovation Studies (IWRIS2012)
    • Place of Presentation
      津、三重(日本)
    • Related Report
      2012 Research-status Report
  • [Presentation] 眼科用光干渉断層画像における網膜色素上皮に注目した疾患部抽出方法2011

    • Author(s)
      竹野直樹, 山川愛, 児玉大, 鶴岡信治, 高瀬治彦, 川中普晴, 宇治幸隆, 松原央, 奥山文雄
    • Organizer
      第31回医療情報学連合大会
    • Place of Presentation
      鹿児島市
    • Related Report
      2013 Final Research Report
  • [Presentation] 光干渉断層画像における深度図解析を用いた網膜黄斑部の疾患部抽出法2011

    • Author(s)
      竹野直樹, 鶴岡信治, 高瀬治彦, 川中普晴, 松原央, 奥山文雄
    • Organizer
      平成23年度電気関係学会東海支部連合大会
    • Place of Presentation
      三重大学
    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Presentation] 眼科用光干渉断層(OCT)画像を用いた網膜黄斑部の疾患部抽出方2011

    • Author(s)
      竹野直樹, 山川愛, 児玉大, 鶴岡信治, 高瀬治彦, 川中普晴, 宇治幸隆, 松原央, 奥山文雄
    • Organizer
      電子情報通信学会医 用画像研究会(MI2011-14)
    • Place of Presentation
      名古屋大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 眼科用光干渉断層(OCT)画像を用いた網膜黄斑部の疾患部抽出方法2011

    • Author(s)
      竹野直樹、山川愛、児玉大、鶴岡信治、高瀬治彦、川中普晴、宇治幸隆、松原央、奥山文雄
    • Organizer
      電子情報通信学会 医用画像研究会(MI2011-14)
    • Place of Presentation
      名古屋大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 眼科用光干渉断層画像における網膜色素上皮に注目した疾患部抽出方法2011

    • Author(s)
      竹野直樹、山川愛、児玉大、鶴岡信治、高瀬治彦、川中普晴、宇治幸隆、松原央、奥山文雄
    • Organizer
      第31回 医療情報学連合大会
    • Place of Presentation
      鹿児島市
    • Related Report
      2011 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi