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Computer-Aided System for New Therapy and Diagnosis for Scoliosis Using Real-time Stress Estimation

Research Project

Project/Area Number 26560262
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Medical systems
Research InstitutionKyushu University

Principal Investigator

Morooka Ken'ichi  九州大学, システム情報科学研究科(研究院, 准教授 (80323806)

Co-Investigator(Kenkyū-buntansha) KUBOTA Kensuke  九州大学, 大学院病院, 助教 (00717069)
KURAZUME Ryo  九州大学, 大学院システム情報科学研究院, 教授 (70272672)
TSUJI Tokuo  九州大学, 大学院システム情報科学研究院, 助教 (30403588)
IWASHITA Yumi  九州大学, 大学院システム情報科学研究院, 助教 (70467877)
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実時間有限解析 / 側彎症 / 低品質医用画像 / 実時間有限要素解析
Outline of Final Research Achievements

We have been studying a new therapy and diagnosis for scoliosis based on the observation and analysis of the motion of spine during breathing. The purpose of our research is to construct a computer aided system for the new therapy and diagnosis for scoliosis by a real-time finite element analysis. To achieve this, we have done research about two fundamental techniques: 1) the development of a real-time finite element analysis by using deep neural networks, and 2)the reconstruction of a patient-specific spine shapes from low resolution medial images with much noise.

Report

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

    (8 results)

All 2016 2015 2014 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results) Remarks (2 results)

  • [Journal Article] Area- and Angle-preserving Parametrization for Vertebra Surface Mesh2015

    • Author(s)
      Shoko Miyauchi, Ken’ichi Morooka, Tokuo Tsuji, Yasushi Miyagi, Takaichi Fukuda, and Ryo Kurazume
    • Journal Title

      Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

      Volume: 20 Pages: 187-198

    • DOI

      10.1007/978-3-319-14148-0_16

    • ISBN
      9783319141473, 9783319141480
    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] A Method for Mapping Tissue Volume Model onto Target Volume Using Volumetric Self-organizing Deformable Model2016

    • Author(s)
      Shoko Miyauchi, Ken'ichi Morooka, Tokuo Tsuji, Yasushi Miyagi, Takaichi Fukuda, Ryo Kurazume
    • Organizer
      SPIE Medical Imaging 2016
    • Place of Presentation
      San Diego, U.S.
    • Year and Date
      2016-02-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 深層学習を用いた実時間非線形有限要素法による肝臓変形推定2016

    • Author(s)
      小林 薫樹, 諸岡 健一, 宮城 靖, 福田 孝一, 辻 徳生, 倉爪 亮, 左村 和宏
    • Organizer
      電子情報通信学会 医用画像研究会
    • Place of Presentation
      沖縄
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 統計的形状モデルとパーティクルフィルタによる低品質医用画像からの3次元椎骨形状の再構築2016

    • Author(s)
      藤崎 祥平, 諸岡 健一, 久保田 健介, 宮内 翔子, 辻 徳生, 倉爪 亮
    • Organizer
      電子情報通信学会 医用画像研究会
    • Place of Presentation
      沖縄
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 統計的形状モデルを用いた低品質医用画像からの3次元骨形状モデルの構築2015

    • Author(s)
      藤﨑祥平,諸岡健一,久保田健介,宮内翔子,辻徳生, 倉爪亮
    • Organizer
      平成27年度日本生体医工学会九州支部学術講演会
    • Place of Presentation
      九州大学馬出キャンパス
    • Year and Date
      2015-03-07
    • Related Report
      2014 Research-status Report
  • [Presentation] Area- and Angle-preserving Parametrization for Vertebra Surface Mesh2014

    • Author(s)
      Shoko Miyauchi, Ken’ichi Morooka, Tokuo Tsuji, Yasushi Miyagi, Takaichi Fukuda, and Ryo Kurazume
    • Organizer
      The 2nd Workshop on Computational Methods and Clinical Applications for Spine Imaging
    • Place of Presentation
      Boston, U,S.
    • Year and Date
      2014-09-14
    • Related Report
      2014 Research-status Report
  • [Remarks] 諸岡研究室 研究紹介

    • URL

      http://fortune.ait.kyushu-u.ac.jp/research-j.html

    • Related Report
      2015 Annual Research Report
  • [Remarks] 九州大学 大学院システム情報科学研究院 諸岡研究室

    • URL

      http://fortune.ait.kyushu-u.ac.jp/index-j.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2023-03-16  

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