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Image analysis system for clinical diagnosis support of circulatory organ OCT

Research Project

Project/Area Number 15K01331
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Wu Haiyuan  和歌山大学, 学内共同利用施設等, 理事 (70283695)

Co-Investigator(Kenkyū-buntansha) 久保 隆史  和歌山県立医科大学, 医学部, 准教授 (30316096)
陳 謙  和歌山大学, システム工学部, 准教授 (70263233)
赤阪 隆史  和歌山県立医科大学, 医学部, 教授 (70322584)
Research Collaborator Suzuki Kazumasa  
Ren Xingbuo  
Tsuda Mineyuki  
Kokawa Yutaka  
Wada Koki  
Morimoto Yoshiki  
Kominami Takaya  
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords循環器OCT画像処理 / ステント検出・認識 / 新生内膜被覆度の評価・可視化 / 脂質性プラークの検出 / 新生内膜被覆度の評価
Outline of Final Research Achievements

The optical coherence tomography (OCT) in a new medical equipment can take high resolution images of inner wall, using 1300nm near-infrared light and the latest optical fiber technology. The obtained images can provide microscope level details so that can be used in anatomy analysis, and has begun to be spread to be used as a daily life clinical application tool from laboratory research. In this study, we applied computer vision technologies including image understanding and pattern recognition to recognizing OCT images of blood vessels. We developed software that can detect the regions of different organs, tell the kind of each, and build 3D models of the blood vessels for 3D visualization. This kind of software are expected to make the clinical diagnosis of blood vessels easier and more precisely.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (24 results)

All 2018 2017 2016 2015 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 1 results) Presentation (19 results) (of which Int'l Joint Research: 9 results) Remarks (2 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 3D Single/Multiple Ground Planes Detection with Camera Angle Estimation2017

    • Author(s)
      Y.Lang, H.Wu, T.Amano, Q.Chen
    • Journal Title

      The Journal of the Institute of Image Electronics Engineers of Japan

      Volume: 5 Pages: 44-51

    • NAID

      40021266065

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 3D Single/Multiple Ground Planes Detection with Camera Angle Estimation2017

    • Author(s)
      Yankun Lang, Haiyuan Wu, Toshiyuki Amano, Qian Chen
    • Journal Title

      The Journal of the Institute of Image Electronics Engineers of Japan

      Volume: 第5巻

    • NAID

      40021266065

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] A Novel Automatic Stent Detection Method in Intravascular OCT Images Based on Local Maximum of Standard Deviation2018

    • Author(s)
      X.Ren, Q.Chen, H.Wu, T.Kubo, T.Akasaka
    • Organizer
      24th International Workshop on Frontiers of Computer Vision
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Novel Method For Designing Compressed Sensing Matrix2018

    • Author(s)
      Shota Ishikawa, H.Wu, Y.Lang
    • Organizer
      International Workshop on Advanced Image Technology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 畳み込みニューラルネットワークを用いたOCT画像内におけるステント領域の検出2018

    • Author(s)
      森本宜樹, 呉海元, 赤坂隆史, 久保隆史
    • Organizer
      情報処理学会研究会報告
    • Related Report
      2017 Annual Research Report
  • [Presentation] 循環器OCT画像上におけるステント検出と三次元再構築2018

    • Author(s)
      和田晃生,呉海元, 鈴木一正,赤坂隆史, 久保隆史
    • Organizer
      情報処理学会研究会報告
    • Related Report
      2017 Annual Research Report
  • [Presentation] 循環器OCT画像における血管内の脂質性プラークの検出2017

    • Author(s)
      小南貴也, 呉海元, 久保隆史
    • Organizer
      情報処理学会関西支部大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Detection of co-planar circle pair of same radius from a single image2016

    • Author(s)
      Mizokami Naoki, Haiyuan Wu, Qian Chen, Kazumasa Suzuki, Ryuuki Sakamoto
    • Organizer
      IEEE International Conference on Robotics and Biomimetics
    • Place of Presentation
      Qingdao, China
    • Year and Date
      2016-12-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Camera calibration by recovering projected centers of circle pairs2016

    • Author(s)
      Qian Chen, Haiyuan Wu, Shinichi Higashino, Ryuuki Sakamoto
    • Organizer
      ACM SIGGRAPH
    • Place of Presentation
      Anaheim, California
    • Year and Date
      2016-07-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 循環器OCT画像のステント識別2016

    • Author(s)
      和田晃生、鈴木一正、呉海元、赤坂隆史、久保隆史
    • Organizer
      電子情報通信学会医用画像研究会(MI)
    • Place of Presentation
      名古屋大学 東山キャンパス 工学研究科中央棟(ES総合館) 1階ESホール,ES会議室
    • Year and Date
      2016-05-19
    • Related Report
      2016 Research-status Report
  • [Presentation] 循環器OCT画像のステント識別2016

    • Author(s)
      和田晃生、鈴木一正、呉海元、赤坂隆史、久保隆史
    • Organizer
      電子情報通信学会医用画像研究会(MI)
    • Place of Presentation
      名古屋大学 東山キャンパス
    • Year and Date
      2016-05-19
    • Related Report
      2015 Research-status Report
  • [Presentation] 一枚の画像から半径が同一である2つの実円物体の検出2016

    • Author(s)
      溝上尚輝, 呉海元, 陳謙, 鈴木一正
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会(CVIM)
    • Place of Presentation
      立命館大学・大阪いばらきキャンパス
    • Year and Date
      2016-05-12
    • Related Report
      2015 Research-status Report
  • [Presentation] クリエイトを用いた環境認識2016

    • Author(s)
      森本宜樹, 呉海元, 鈴木一正
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会(CVIM)
    • Place of Presentation
      立命館大学・大阪いばらきキャンパス
    • Year and Date
      2016-05-12
    • Related Report
      2015 Research-status Report
  • [Presentation] 奥行き情報を利用した顔・髪の検出と追跡に関する研究2016

    • Author(s)
      鈴木一正, 呉海元
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会(CVIM)
    • Place of Presentation
      立命館大学・大阪いばらきキャンパス
    • Year and Date
      2016-05-12
    • Related Report
      2015 Research-status Report
  • [Presentation] 圧縮センシングに用いる行列の検討2016

    • Author(s)
      石川翔大,呉海元
    • Organizer
      情報処理学会研究報告コンピュータグラフィックスとビジュアル情報学 (CG)
    • Place of Presentation
      九州大学 医学部百年講堂
    • Related Report
      2016 Research-status Report
  • [Presentation] 複素ケプストラム解析を用いた唯一ブレカーネル推定の検討2016

    • Author(s)
      嶋本裕太,呉海元,阮翔
    • Organizer
      情報処理学会研究報告コンピュータグラフィックスとビジュアル情報学 (CG)
    • Place of Presentation
      九州大学 医学部百年講堂
    • Related Report
      2016 Research-status Report
  • [Presentation] Spatial Distribution Feature for 3D Indoor Scene Labelling2015

    • Author(s)
      Yankun Lang, Haiyuan Wu, Qian Chen
    • Organizer
      The 3rd IAPR Asian Conference on Pattern Recognition (ACPR2015)
    • Place of Presentation
      マレーシア
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Person Re-Identification Using Color Enhancing Feature2015

    • Author(s)
      Peng Li, Haiyuan Wu, Qian Chen, Chongke Bi
    • Organizer
      The 3rd IAPR Asian Conference on Pattern Recognition (ACPR2015)
    • Place of Presentation
      マレーシア
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Efficient Cepstrum Analysis based UNLM PSF Estimation in Single Blurred Image2015

    • Author(s)
      Yuta Shimamoto, Qian Chen, Haiyuan Wu, Xiang Ruan, Hikaru Matsumot
    • Organizer
      The 3rd IAPR Asian Conference on Pattern Recognition (ACPR2015)
    • Place of Presentation
      マレーシア
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An iterative convergence algorithm for single/multi ground plane detection and angle estimation with RGB-D camera2015

    • Author(s)
      Yankun Lang, Haiyuan Wu, Toshiyuki Amano, Qian Chen
    • Organizer
      IEEE International Conference on Image Processing (ICIP2015)
    • Place of Presentation
      カナダ・ケベック
    • Year and Date
      2015-09-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Color Distinctiveness Feature for Person Identification without Face Information2015

    • Author(s)
      Peng Li, Haiyuan Wu, Qian Chen
    • Organizer
      Proc. of 19th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems(KES2015)
    • Place of Presentation
      シンガポール
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] 個人ページ

    • URL

      http://www.wakayama-u.ac.jp/~wuhy/

    • Related Report
      2017 Annual Research Report 2016 Research-status Report 2015 Research-status Report
  • [Remarks] 和歌山大学 研究者総覧

    • URL

      http://wakarid.center.wakayama-u.ac.jp/ProfileRefMain_2286.html

    • Related Report
      2017 Annual Research Report 2016 Research-status Report 2015 Research-status Report
  • [Patent(Industrial Property Rights)] システム、画像認識方法、及び計算機2018

    • Inventor(s)
      戚意強、呉海元、陳謙
    • Industrial Property Rights Holder
      戚意強、呉海元、陳謙
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-003548
    • Filing Date
      2018
    • Related Report
      2017 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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