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Eye Fundus Image Analysis System for Early Detection of Cerebrovascular Disorder

Research Project

Project/Area Number 24650121
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Sensitivity informatics/Soft computing
Research InstitutionFuzzy Logic Systems Institute

Principal Investigator

UCHINO Eiji  一般財団法人ファジィシステム研究所, 理事長 (30168710)

Co-Investigator(Kenkyū-buntansha) SUETAKE Noriaki  山口大学, 大学院理工学研究科, 准教授 (80334051)
TOKUNAGA Kazuhiro  水産大学校, 海洋機械工学科, 助教 (00432956)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords眼底画像 / 網膜血管 / 動脈硬化 / 脳血管障害 / 拍動 / Scheie分類
Outline of Final Research Achievements

It is possible to predict the cerebrovascular disorder by the information of the retinal blood vessels obtained from the eye fundus camera. In this study, we first aimed to develop the image analysis system of the retinal blood vessels as a screening system that easily predicts the degree of hardening of the arteries of the brain blood vessels.
In 2012-2013, we succeeded the evaluation of the arteriovenous crossing, and the automatic detection of the narrowing of the artery. Also, in 2014, a large amount of the eye fundus images and moving images was applied to the proposed methods. As a result, the proposed methods could process those images that could not be analyzed by the conventional methods. The superiorities of the proposed methods were confirmed. The prototype of the image analysis system for eye fundus blood vessels has been realized for a future practical use.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (8 results)

All 2015 2014 2012 Other

All Presentation (7 results) Remarks (1 results)

  • [Presentation] Automatic Search for Blood Vessel Intersection in Eye Fundus Image and Calculation of Vein Diameter Ratio2015

    • Author(s)
      Miyu Kawachi, Eiji Uchino, Shota Furukawa and Noriaki Suetake
    • Organizer
      2015 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-02-27 – 2015-03-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Retina Vessels Detection in Fundus Images by New Morphology Operation and the Anisotropic Diffusion Filter2014

    • Author(s)
      Syaiful Anam, Eiji Uchino and Noriaki Suetake
    • Organizer
      27th Annual Conference of Biomedical Fuzzy Systems Association
    • Place of Presentation
      昭和大学
    • Year and Date
      2014-11-15 – 2014-11-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] Time Course Evaluation for Diameter of Pulsatile Blood Vessel in Eye Fundus Moving Image2014

    • Author(s)
      Eisaku Tohma, Shota Furukawa, Eiji Uchino, Noriaki Suetake and Reiji Kawata
    • Organizer
      2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Waikiki Beach Marriott, Honolulu, Hawaii, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Automatic Blood Flow Calculation in Conjunctival Microvessel2014

    • Author(s)
      Satoko Tasaka, Eiji Uchino, Hideaki Misawa, Shota Furukawa and Noriaki Suetake
    • Organizer
      2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      Waikiki Beach Marriott, Honolulu, Hawaii, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Blood Vessel Contour Estimation in Eye Fundus Image Using Fuzzy Inference for Diagnosis of Arteriosclerosis2014

    • Author(s)
      Shota Furukawa, Eiji Uchino, Miyu Kawachi, Hideaki Misawa and Noriaki Suetake
    • Organizer
      2014 IAENG International Conference on Bioinformatics
    • Place of Presentation
      The Royal Garden Hotel, Kowloon, Hong Kong
    • Related Report
      2013 Research-status Report
  • [Presentation] 半径の異なる構造要素を用いたBlack-top-hat変換による眼底画像からの血管抽出2012

    • Author(s)
      當間栄作
    • Organizer
      第28回ファジィシステムシンポジウム
    • Place of Presentation
      名古屋工業大学, 名古屋
    • Related Report
      2012 Research-status Report
  • [Presentation] Extraction of Blood Vessels in Fundus Image by Black-top-hat Transformation Employing Two Structuring Elements with Different Radii2012

    • Author(s)
      Eisaku Tohma
    • Organizer
      Joint 6th International Conference on Soft Computing and Intelligent Systems and 13th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Kobe Convention Center, Kobe, Japan
    • Related Report
      2012 Research-status Report
  • [Remarks] 研究室ホームページ

    • URL

      http://www.ic.sci.yamaguchi-u.ac.jp/

    • Related Report
      2014 Annual Research Report

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Published: 2013-05-31   Modified: 2019-07-29  

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