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Development of real-time deformation methods of 3D volumetric images and their applications to medical image processing

Research Project

Project/Area Number 16300171
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Medical systems
Research InstitutionNagoya University

Principal Investigator

SUENAGA Yasuhito  Nagoya University, Graduate School of Information Science, Professor, 情報科学研究科, 教授 (60293643)

Co-Investigator(Kenkyū-buntansha) MORI Kensaku  Nagoya University, Graduate School of Information Science, Associate Professor, 情報科学研究科, 助教授 (10293664)
KITASAKA Takayuki  Nagoya University, Graduate School of Information Science, Assistant Professor, 情報科学研究科, 助手 (00362294)
HIRANO Yasushi  Nagoya University, Graduate School of Information Science, Associate Professor, 情報連携基盤センター, 助教授 (90324459)
MEKADA Yoshito  Chukyo Univ., School of Life System Science, Professor, 生命システム工学部, 教授 (00282377)
NATORI Hiroshi  Sapporo Medical Univ., School of Medicine, Professor, 医学部, 教授 (00102260)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥13,800,000 (Direct Cost: ¥13,800,000)
Fiscal Year 2006: ¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2005: ¥4,900,000 (Direct Cost: ¥4,900,000)
Fiscal Year 2004: ¥5,900,000 (Direct Cost: ¥5,900,000)
Keywordsdeformation model / segmentation / organ deformation / computer aided diagnosis of medical images / visualization / レジストレーション / CT像 / 仮想化人体
Research Abstract

In this research, we investigated on real-time image deformation, its visualization and adequate algorithms depending on applications to develop novel processing techniques of high resolution 3-D medical images in the clinical field.
(1) Construction of deformation model
We modeled deformation that can represent mutual interaction between organs and soft tissues as well as self-interaction, since deformation inside a human body includes deformation of organs and surrounding soft tissues. We constructed simple anatomical models and applied the deformation models developed here to them. We used not only conventional models such as finite element model and mass-spring model but also specific models to anatomical structures.
(2) Development of recognition methods of human anatomical structures from medical images
Anatomical structures such as organ shapes and their internal structures are represented by intensity values in 3D medical images. Therefore, by analyzing intensity profiles in medical images, we developed methods for recognizing organs' positions, shapes and internal structures.
(3) Development of a method for registering deformation model anatomical structures
We discussed on a method for registering deformation model to anatomical structures recognized in (2).
(4) Data structure for holding deformation process
We investigated on data structure that holds each deformation process. Also we took visualization process into account in the development.
(5) Development of real-time visualization method of deformation process
We developed real-time visualization methods that can treat tremendous amount of image data produced during deformation process.
(6) Construction of human atlas
We constructed abdominal organ atlas (a set of segmentation results) to achieve an image segmentation system utilizing real-time image deformation model.

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (37 results)

All 2007 2006 2005 2004

All Journal Article (36 results) Book (1 results)

  • [Journal Article] 安定した画像変形に基づく管腔臓器の仮想展開像生成法の改善2007

    • Author(s)
      チウン チュンズン
    • Journal Title

      電子情報通信学会論文誌 J90-D ・ 1

      Pages: 138-151

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Improved Method for Tract Unfolding Based on Stable Image Deformation2007

    • Author(s)
      TrungDung Truong et al.
    • Journal Title

      IEICE D-II Vol.J90-D, No.1

      Pages: 138-151

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 定した画像変形に基づく管腔臓器の仮想展開像生成法の改善2007

    • Author(s)
      チウン チュンズン
    • Journal Title

      電子情報通信学会論文誌 J90-D・1

      Pages: 138-151

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 特集 3次元画像による手術支援 医用3次元画像の基礎と応用2007

    • Author(s)
      森 健策
    • Journal Title

      臨床雑誌「外科」 69・1

      Pages: 1-26

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A method for extracting multi-organ from four-phase contrasted CT images based on CT value distribution estimation using EM-algorithm2007

    • Author(s)
      Makiko Sakashita
    • Journal Title

      Proceedings of SPIE 6514(In print)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 単眼動画像解析と静力学に基づく脊椎姿勢推定法と椎骨負荷解析法2006

    • Author(s)
      古川 大介
    • Journal Title

      日本コンピュータ外科学会誌 7・4

      Pages: 547-557

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 仮想化人体の可視化・変形に基づくCAD2006

    • Author(s)
      森 健策
    • Journal Title

      MEDICAL IMAGING TECHNOLOGY 24・2

      Pages: 75-81

    • NAID

      10018137400

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Methods for estimation of spine posture and analysis of physical force working on vertebrae based on statics and monocular image sequence analysis2006

    • Author(s)
      Daisuke Furukawa et al.
    • Journal Title

      Journal of Japan Society of Computer Aided Surgery Vol. 7, No. 4

      Pages: 547-557

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] CAD systems based on visualization and deformation of virtualized human body2006

    • Author(s)
      Kensaku Mori et al.
    • Journal Title

      Medical Imaging Technology Vol. 24, No. 2

      Pages: 75-81

    • NAID

      10018137400

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 仮想化人体と医用画像診断支援-ナビゲーション型診断支援システム-2006

    • Author(s)
      森 健策
    • Journal Title

      電子情報通信学会誌 89・10

      Pages: 884-888

    • NAID

      110004833877

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Recognition of lung lobes and its application to the bronchial structure analysis2006

    • Author(s)
      Takayuki Kitasaka
    • Journal Title

      Proceedings of 18th International Conference on Pattern Recognition

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Simulation of Stomach Specimens Generation Based on Deformation of Preoperative CT Images2006

    • Author(s)
      Trung Dung Truong
    • Journal Title

      Biomedical Simulation, Third International Symposium LNCS 4072

      Pages: 178-187

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Detection of liver cancer regions from dynamic CT images2006

    • Author(s)
      Yuichiro Hayashi
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery 1・1

      Pages: 524-525

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Evaluation of unfolded views generation method based on organ flatness and luminal surface reproduction rate2006

    • Author(s)
      Trung Dung Truong
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery 1・1

      Pages: 32-34

    • Related Report
      2006 Annual Research Report
  • [Journal Article] CT値分布推定による4時相腹部3次元CT像からの複数臓器領域の抽出手法の改善2006

    • Author(s)
      坂下 牧子
    • Journal Title

      電子情報通信学会2007年総合大会講演論文集

      Pages: 289-289

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 2時相の3次元CT像を用いた肝臓がん検出手法に関する検討2006

    • Author(s)
      林 雄一郎
    • Journal Title

      電子情報通信学会技術研究報告 MI2006-67

      Pages: 41-46

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 腹部3次元CT像からの腹壁境界面抽出と仮想腹腔鏡像作成への応用2005

    • Author(s)
      宮本 秀昭
    • Journal Title

      MEDICAL IMAGING TECHNOLOGY 23・4

      Pages: 194-202

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] 腹腔鏡下手術支援のための仮想腹腔鏡像作成に関する検討2005

    • Author(s)
      林雄一郎
    • Journal Title

      日本コンピュータ外科学会誌 7・2

      Pages: 95-104

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Three-dimensional computed tomographic images of pelvic muscle in anorectal malformations2005

    • Author(s)
      Yoshio Watanabe
    • Journal Title

      Journal of Pediatric Surgery 40

      Pages: 1931-1934

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Extraction of abdominal wall boundaries from 3D CT images and its application to the generation of virtual laparoscopic views2005

    • Author(s)
      Hideaki Miyamoto et al.
    • Journal Title

      Medical Imaging Technology Vol. 23, No. 4

      Pages: 194-202

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A study on a method for generating virtual laparoscopic images for the aids of laparoscopic surgery2005

    • Author(s)
      Yuichiro Hayashi et al.
    • Journal Title

      Journal of Japan Society of Computer Aided Surgery Vol. 7, No. 2

      Pages: 95-104

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Three-dimensional computed tomographic images of pelvic muscle in anorectal malformations2005

    • Author(s)
      Yoshio Watanabe et al.
    • Journal Title

      Journal of Pediatric Surgery Vol. 40

      Pages: 1931-1934

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 腹腔鏡下手術支援のための仮想腹腔鏡像作成に関する検討2005

    • Author(s)
      林 雄一郎
    • Journal Title

      日本コンピュータ外科学会誌 7・2

      Pages: 95-104

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Fast and accurate tract unfolding based on stable volumetric image deformation2005

    • Author(s)
      TrungDung Truong
    • Journal Title

      Proceedings of SPIE, Conference 6143-43

      Pages: 146-146

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 鎖工手術支援のための切開シミュレーションシステムの開発2005

    • Author(s)
      北坂 孝幸
    • Journal Title

      電子情報通信学会技術研究報告 PRMU2005-18

      Pages: 25-30

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 大腸仮想展開像における歪み軽減の一手法2005

    • Author(s)
      小田 昌宏
    • Journal Title

      第15回コンピュータ支援画像診断学会・第14回コンピュータ外科学会合同講演論文集

      Pages: 299-300

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 臓器の平面度と内壁面の再現率に基づく仮想展開像生成法の性能評価2005

    • Author(s)
      チウン チュンズン
    • Journal Title

      第15回コンピュータ支援画像診断学会・第14回コンピュータ外科学会合同講演論文集

      Pages: 299-300

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 腹部3次元CT像からの腹壁境界面抽出と仮想腹腔鏡像作成への応用2005

    • Author(s)
      宮本 秀昭
    • Journal Title

      第24回日本医用画像工学会大会抄録集

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 高速臓器変形シミュレーションのための分散型医療画像変形サーバ構築に関する予備的検討2005

    • Author(s)
      都築 信晴
    • Journal Title

      平成17年度日本生体医工学会東海支部学術集会

      Pages: 15-15

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 小規模PCクラスタを用いた3次元濃淡画像の高速変形手法の検討2005

    • Author(s)
      都築 信晴
    • Journal Title

      平成17年度電気関係学会東海支部連合大会講演論文集

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 3次元CT像からの腹壁領域抽出と変形に基づく仮想腹鏡像生成手法の開発2005

    • Author(s)
      宮本 秀昭
    • Journal Title

      電子情報通信学会技術研究報告 MI2004-52

      Pages: 7-12

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 造影3次元腹部X線CT像からの肝臓領域自動抽出手法の開発2004

    • Author(s)
      林 雄一郎
    • Journal Title

      コンピュータ支援画像診断学会論文誌 8・3

      Pages: 18-30

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Virtual Unfolding of the Stomach Based on Volumetric Image Deformation2004

    • Author(s)
      Kensaku Mori
    • Journal Title

      Lecture Notes in Computer Science 3217-2

      Pages: 389-386

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Virtual pneumoperitoneum for generating virtual laparoscopic views based on volumetric deformation2004

    • Author(s)
      Takayuki Kitasaka
    • Journal Title

      Lecture Notes in Computer Science 3217-2

      Pages: 559-567

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Human Spine Posture Estimation Method from Human Images to Calculate Physical Forces Working on Vertebrae2004

    • Author(s)
      Daisuke Furukawa
    • Journal Title

      Lecture Notes in Computer Science 3217-2

      Pages: 302-310

    • Related Report
      2004 Annual Research Report
  • [Journal Article] An Improved method for generating virtually stretched views of organs based on volumetric image deformation2004

    • Author(s)
      Kensaku Mori
    • Journal Title

      International Congress Series 1268

      Pages: 25-30

    • Related Report
      2004 Annual Research Report
  • [Book] Image Processing Technologies2004

    • Author(s)
      Junichiro Toriwaki
    • Total Pages
      282
    • Publisher
      Marcel Dekker
    • Related Report
      2004 Annual Research Report

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Published: 2004-04-01   Modified: 2016-04-21  

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