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

Automatic method for cerebral contour extraction and volumetric study on MRI of developing brain.

Research Project

Project/Area Number 21591581
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Radiation science
Research InstitutionHyogo Medical University

Principal Investigator

ISHIKURA Reiichi  兵庫医科大学, 医学部, 准教授 (00176174)

Co-Investigator(Kenkyū-buntansha) KOBASHI Shoji  兵庫県立大学, 大学院・工学研究科, 准教授 (00332966)
ANDO Kumiko  兵庫医科大学, 医学部, 講師 (60289064)
TAKADA Yoshihiro  兵庫医科大学, 医学部, 助教 (70441318)
WAKATA Yuki  兵庫医科大学, 医学部, 助教 (70412038)
YAMAMOTO Satoshi  兵庫医科大学, 医学部, 助教 (50411989)
IGARASHI Yoko  兵庫医科大学, 医学部, 病院助手 (90592650)
KATSUURA Takayuki  兵庫医科大学, 医学部, 病院助手 (00592651)
Co-Investigator(Renkei-kenkyūsha) HIROTA Shozo  兵庫医科大学, 医学部, 教授 (20181216)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2009: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Keywords新生児 / 脳 / MRI / 脳表検出法 / 脳回領域認識法 / 脳回領域認識 / 小児MRI / 自動診断システム / 脳分割 / 脳領域抽出 / 早期産 / 脳回分割 / 早産児
Research Abstract

We have developed a new automatic method for extracting cerebral contour of developing brain from 3D MR imaging using AFSS(automated fuzzy logic based skull stripping) and fuzzy active surface model(FASM). We also developed better novel method to strip the skull. This method enables us automatic quantitative analysis of infantile brain, which is on the way of developing. Also, it enables us standardization of infantile brain, which is important to know focal brain changes. We also developed several methods(thick rubber model and particle model) for automatic extraction of cerebral sulci and gyri. However, further investigations are needed in this field.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (30 results)

All 2012 2011 2010 2009

All Journal Article (14 results) (of which Peer Reviewed: 6 results) Presentation (16 results)

  • [Journal Article] Shape and Appearance Knowledge Based Brain Segmentation for Neonatal MR Image2012

    • Author(s)
      Hashioka A, Kobashi S, Kuramoto K, Wakata Y, Ando K, Ishikura R, Ishikawa T, Hirota S, Hata Y
    • Journal Title

      World Automation Congress 2012

    • Related Report
      2011 Annual Research Report
  • [Journal Article] A neonatal brain MR images template of 1 week new born2011

    • Author(s)
      Hashioka A, Kobashi S, Kuramoto K, Wakata Y, Ando K, Ishikura R, Ishikawa T, Hirota S, Hata Y.
    • Journal Title

      Int. J. Comput Assist Radiol Surg

      Volume: 7巻 Pages: 273-280

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A neonatal brain MR image template of 1 week newborn2011

    • Author(s)
      Hashioka A、Kobashi S、Kuramoto K、Wakata Y、Ando K、Ishikura R、Ishikawa T、Hirota S、Hata Y
    • Journal Title

      Comput Assist Radiol Surg

      Volume: 6巻 Pages: 345-346

    • Related Report
      2011 Final Research Report
  • [Journal Article] 畑豊、新生児頭部MR画像を用いた脳形状正規化法2011

    • Author(s)
      橋岡亜弥、小橋昌司、倉本圭、若田ゆき、安藤久美子、石蔵礼一、石川智基、廣田省三
    • Journal Title

      信学技報

      Volume: 109巻 Pages: 115-120

    • Related Report
      2011 Final Research Report
  • [Journal Article] 新生児頭部MR画像を用いた脳形状正規化法2011

    • Author(s)
      橋岡亜弥、小橋昌司、倉本圭、若田ゆき、安藤久美子、石蔵礼一、石川智基、廣田省三、畑豊
    • Journal Title

      信学技報

      Volume: 109 Pages: 115-120

    • NAID

      110008675413

    • Related Report
      2011 Annual Research Report
  • [Journal Article] A neonatal brain MR image template of 1 week newborn2011

    • Author(s)
      Hashioka A, Kobashi S, Kuramoto K, Wakata Y, Ando K, Ishikura R, Ishikawa T, Hirota S, Hata Y
    • Journal Title

      Comput Assist Radiol Surg

      Volume: 6 Pages: 345-346

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Neonatal brain MR image segmentation based on system-of-systenis in engineering technology2011

    • Author(s)
      Hashioka A, Yamaguchi K, Kobashi S, Wakata Y, Ando K, Ishikura R, Kuramoto K, Ishikawa S, Hirota S, Hata Y
    • Journal Title

      System of Systems Engineering (SoSE), 2011 6th International Conference

      Pages: 107-112

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 統計的脳疾患診断のための新生児脳MR画像正規化法2011

    • Author(s)
      橋岡亜弥, 小橋昌司, 若田ゆき, 安藤久美子, 石蔵礼一, 倉本圭, 石川智基, 廣田省三, 畑豊
    • Journal Title

      情報処理学会研究報告

      Volume: 2011-CVIM-17 Pages: 1-8

    • NAID

      110008584034

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 頭部輪郭形状を用いた新生児頭部MR画像からの大脳領域抽出法2011

    • Author(s)
      橋岡亜弥, 小橋昌司, 倉本圭, 若田ゆき, 安藤久美子, 石蔵礼一, 石川智基, 廣田省三, 畑豊
    • Journal Title

      平成23年度日本人間工学会関西支部大会講演論文集

      Pages: 19-22

    • Related Report
      2011 Annual Research Report
  • [Journal Article] A neonatal brain MR images template of 1 week new born2011

    • Author(s)
      Hashioka A, Kobashi S, Kuramoto K, Wakata Y, Ando K, Ishikura R, Ishikawa T, Hirota S, Hata Y
    • Journal Title

      Int.J.Comput Assist Radiol Surg.

      Volume: 7 Pages: 273-280

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Thick Rubber Model for Cerebral Surface Extraction in Neonatal Brain MR Images2009

    • Author(s)
      Kobashi S
    • Journal Title

      Conf. on Fuzzy Systems

      Pages: 927-932

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Logic Assisted Quantification of Gyral Deformation Index Using Magnetic Resonance Images for the Infantile Brain2009

    • Author(s)
      Kobashi S、Fujimoto Y、Ogawa M、Ando K、Ishikura R、Imawaki S、Hirota S、Hata Y
    • Journal Title

      39th Internationa Symposium on Multiple-Valued Logic

      Pages: 24-29

    • URL

      http://doi.ieeecomputersociety.org/10.1109/ISMVL.2009.14

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Logic Assisted Quantification of Gyral Deformation Index Using Magnetic Resonance Images for the Infantile Brain2009

    • Author(s)
      小橋昌司
    • Journal Title

      Proc.Of IEEE 39^<th> Internationa Symposium on Multiple-Valued Logic On line

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Thick Rubber Model for Cerebral Surface Extraction in Neonatal Brain MR Images2009

    • Author(s)
      小橋昌司
    • Journal Title

      Proc.of 2009 IEEE Int.Conf.on Fuzzy Systems

      Pages: 927-932

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 新生児頭部MR画像を用いた新生児脳形状正規化の試み2011

    • Author(s)
      若田ゆき
    • Organizer
      第39回日本磁気共鳴医学会大会
    • Place of Presentation
      小倉
    • Year and Date
      2011-10-01
    • Related Report
      2011 Final Research Report
  • [Presentation] 新生児頭部MR画像を用いた新生児脳形状正規化の試み2011

    • Author(s)
      若田ゆき
    • Organizer
      第39回日本磁気共鳴医学会大会
    • Place of Presentation
      福岡・小倉
    • Year and Date
      2011-10-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] 小児脳診断支援システムの開発-新生児脳容量・脳回計測-2010

    • Author(s)
      若田ゆき
    • Organizer
      第69回日本医学放射線学会総会
    • Place of Presentation
      横浜
    • Year and Date
      2010-04-11
    • Related Report
      2011 Final Research Report
  • [Presentation] 小児脳診断支援システムの開発-新生児脳容量・脳回計測-2010

    • Author(s)
      若田ゆき
    • Organizer
      第69回日本医学放射線学会総会
    • Place of Presentation
      パシフィコ横浜(神奈川)
    • Year and Date
      2010-04-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] 小児システムの開発-新生児脳容量・脳回計測-2010

    • Author(s)
      若田ゆき
    • Organizer
      第39回日本神経放射線学会
    • Place of Presentation
      東京
    • Year and Date
      2010-02-12
    • Related Report
      2011 Final Research Report
  • [Presentation] 小児脳診断支援システムの開発-新生児脳容量・脳回計測2010

    • Author(s)
      若田ゆき
    • Organizer
      第39回日本神経放射線学会
    • Place of Presentation
      学術総合センター(東京)
    • Year and Date
      2010-02-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] 2タイプガウシアン識別による新生児・幼児MR画像からの頭蓋除去法2010

    • Author(s)
      藤本裕子
    • Organizer
      JAMIT Frontier2010
    • Place of Presentation
      沖縄デンプスホール
    • Year and Date
      2010-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] Cerebral Surface Extraction Based on Particle method in Neonatal MR Images2010

    • Author(s)
      Yokomichi D
    • Organizer
      SMC 2010
    • Place of Presentation
      Istanbul、Turkey
    • Related Report
      2011 Final Research Report
  • [Presentation] Automated Fuzzy Logic Based Skull Stripping in Neonatal and Infantile MR Images2010

    • Author(s)
      Yamaguchi K
    • Organizer
      WCCI2010 IEEE World Congress on Computational Intelligence
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2011 Final Research Report
  • [Presentation] Computer-aided Diagnostic System for Infant/Pediatrics : Brain Volume and Sulcus2010

    • Author(s)
      Wakata Y
    • Organizer
      American Society of Neuroradiology
    • Place of Presentation
      Boston、USA
    • Related Report
      2011 Final Research Report
  • [Presentation] Computer-aided Diagnostic System for Infant/Pediatrics : Brain Volume and Sulcus.2010

    • Author(s)
      Wakata Y
    • Organizer
      American Society of Neuroradiology
    • Place of Presentation
      Hynes Convention Center (Boston, USA)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automated Fuzzy Logic Based Skull Stripping in Neonatal and Infantile MR Images2010

    • Author(s)
      Yamaguchi K
    • Organizer
      WCCI2010 IEEE World Congress on Computational Intelligence.
    • Place of Presentation
      Centre de convencions internacional de Barcelona (Barcelona, Spain)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 粒子法を用いた新生児頭部MR画像からの脳表抽出2010

    • Author(s)
      横道大督
    • Organizer
      Fuzzy System Symposium 2010
    • Place of Presentation
      広島大学東広島キャンパス(広島)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Cerebral Surface Extraction Based on Particle method in Neonatal MR Images.2010

    • Author(s)
      Yokomichi D
    • Organizer
      SMC 2010
    • Place of Presentation
      Universitat Pompeu Fabra (Istanbul, Turkey)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 小児脳診断支援システムの開発-乳幼児頭部MRIを用いた計算診断支援システム2009

    • Author(s)
      若田ゆき
    • Organizer
      第37回日本磁気共鳴医学大会
    • Place of Presentation
      横浜
    • Year and Date
      2009-10-04
    • Related Report
      2011 Final Research Report
  • [Presentation] 小児脳診断支援システムの開発-乳幼児頭部MRIを用いた計算診断支援システム2009

    • Author(s)
      若田ゆき
    • Organizer
      第37回日本磁気共鳴医学会大会
    • Place of Presentation
      パンパシフィック横浜 ベイホテル東急
    • Year and Date
      2009-10-02
    • Related Report
      2009 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi