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Improvement of CAD schemes for brain diseases by using electronic atlas of brain anatomy

Research Project

Project/Area Number 22791183
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Radiation science
Research InstitutionKumamoto University (2011)
Oita National College of Technology (2010)

Principal Investigator

UCHIYAMA Yoshikazu  熊本大学, 大学院・生命科学研究部, 准教授 (50325172)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords医用画像工学 / コンピュータ支援診断 / 未破裂脳動脈瘤 / ラクナ梗塞 / Magnetic Resonance Imaging / 未破裂動脈瘤
Research Abstract

The purpose of this study is to improve CAD schemes for detection of brain diseases by using anatomical locations as new features. The anatomical locations were obtained based on comparison with a reference image. The atlas of brain anatomy in visible Korea human project was employed as the reference image. By using anatomical locations, we improved(1) CAD scheme for distinguishing lacunar infarcts and Virchow Robin spaces, and(2) CAD scheme for detection of unruptured aneurysms in MRA image. In addition, we developed a SelMIP image as a new viewing technique in our CAD scheme for facilitating the radiologists in detecting small aneurysms.

Report

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

    (25 results)

All 2012 2011 2010

All Journal Article (11 results) (of which Peer Reviewed: 5 results) Presentation (12 results) Book (2 results)

  • [Journal Article] Computer-aided diagnosis for detection of lacunar infarcts on MR Images : ROC analysis of radiologists' performance2012

    • Author(s)
      Y. Uchiyama, T. Asano, H. Kato, T. Hara, M. Kanematsu, H. Hoshi, T. Iwama, H. Fujita
    • Journal Title

      Journal of Digital Imaging

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 脳と肝臓のMR画像のためのコンピュータ支援診断2012

    • Author(s)
      内山良一, 張学軍, 藤田広志
    • Journal Title

      画像ラボ

      Volume: Vol.23, No.2 Pages: 41-46

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Journal Article] Computer-aided diagnosis for detection of lacunar infarcts on MR images : ROC analysis of radioloists' prformance2012

    • Author(s)
      Y.Uchiyama, T.Asano, H.Kato, T.Hara, M.Kanematsu, H.Hoshi, T.Iwama, H.Fujita
    • Journal Title

      Journal of Digital Imaging

      Volume: (In Press) Issue: 4 Pages: 497-503

    • DOI

      10.1007/s10278-011-9444-4

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 形態情報における画像診断-脳と肝臓のMRIによる診断支援技術2011

    • Author(s)
      内山良一, 張学軍, 藤田広志
    • Journal Title

      映像情報メディア学会

      Volume: Vol.64, No.4 Pages: 436-439

    • NAID

      120006341872

    • Related Report
      2011 Final Research Report
  • [Journal Article] 韓国VH画像を用いた脳MR画像における血管名自動対応付け法-大規模データベースを用いた評価-2011

    • Author(s)
      浅野龍紀, 内山良一, 横山龍二郎, 原武史, 岩間亨, 星博昭, Min Suk Chung, 藤田広志
    • Journal Title

      電子情報通信学会技術報告

      Volume: MI2010-87 Pages: 35-39

    • NAID

      110008675397

    • Related Report
      2011 Final Research Report
  • [Journal Article] 形態情報における画像診断-脳と肝臓のMRIによる診断支援技術2011

    • Author(s)
      内山良一, 張学軍, 藤田広志
    • Journal Title

      映像情報メディア学会誌

      Volume: 64 Pages: 436-439

    • NAID

      120006341872

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 韓国VH画像を用いた脳MR画像における血管名の自動対応付け法-大規模データベースを用いた評価-2011

    • Author(s)
      浅野龍紀, 内山良一, 他
    • Journal Title

      電子情報通信学会技術報告

      Volume: MI-2010-87 Pages: 35-39

    • Related Report
      2010 Annual Research Report
  • [Journal Article] 形態情報における画像診断-脳と肝臓のMRIによる診断支援技術-2011

    • Author(s)
      内山良一, 張学軍, 藤田広志
    • Journal Title

      映像メディア学会誌

      Volume: 64 Pages: 436-439

    • NAID

      120006341872

    • Related Report
      2010 Annual Research Report
  • [Journal Article] MRA画像における脳動脈領域の抽出法-大規模データベースを用いた評価-2010

    • Author(s)
      浅野龍紀, 内山良一, 浅野隆彦, 加藤博基, 原武史, 周向栄, 岩間亨, 星博昭, 紀ノ定保臣, 藤田広志
    • Journal Title

      医用画像情報学会雑誌

      Volume: Vol.27, No.3 Pages: 55-60

    • NAID

      120006342238

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] MRA画像のおける脳動脈領域の抽出法-大規模データベースを用いた評価-2010

    • Author(s)
      浅野龍紀, 内山良一, 他
    • Journal Title

      医用画像情報学会雑誌

      Volume: 27 Pages: 55-60

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A fast and fully automatic method for cerebrovascular segmentation on time-of flight (TOF) MRA image2010

    • Author(s)
      X.Gao, Y.Uchiyama, et al.
    • Journal Title

      Journal of Digital Imaging

      Volume: Sep8(Published online)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Visible Korean Human画像を用いたラクナ梗塞と血管周囲腔拡大の鑑別手法2012

    • Author(s)
      鈴木鷹也, 内山良一, 原武史, 福岡大輔, 岩間亨, 星博昭, M. S. Chung, 藤田広志
    • Organizer
      医用画像情報学会平成23年度春季(第162回)大会
    • Place of Presentation
      広島国際大学
    • Year and Date
      2012-01-28
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 頭部MR画像における転移性脳腫瘍の自動検出法2012

    • Author(s)
      竹永智美, 桂川茂彦, 内山良一, 平井俊範, 白石順二
    • Organizer
      電子情報通信学会(医用画像研究会)
    • Place of Presentation
      てんぶす那覇
    • Year and Date
      2012-01-20
    • Related Report
      2011 Final Research Report
  • [Presentation] 頭部MR画像における転移性脳腫瘍の自動検出法2012

    • Author(s)
      竹永智美, 桂川茂彦, 内山良一, 平井俊範, 白石順二
    • Organizer
      電子情報通信学会,医用画像研究会
    • Place of Presentation
      沖縄県, でんぶす那覇
    • Year and Date
      2012-01-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] Automated classification of cerebral arteries using visible Korean human image and its application to CAD scheme for detecting unruptured aneurysms2011

    • Author(s)
      T. Suzuki, Y. Uchiyama, T. Hara, M. S. Chung, H. Hoshi, H. Fujita
    • Organizer
      Radiological Society of North America(RSNA) Scientific Assembly and Annual Meeting Program
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2011-11-28
    • Related Report
      2011 Final Research Report
  • [Presentation] Automated classification of cerebral arteries using visible Korean human image and its application to CAD scheme for detecting unruptured aneurysms2011

    • Author(s)
      T.Suzuki, Y.Uchiyama, et al
    • Organizer
      Radiological Society of North America (RSNA) Scientific Assembly and Annual Meeting Program
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2011-11-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] Improvement of CAD scheme for detection of intracranial unruptured aneurysms in MRA images using anatomical location2011

    • Author(s)
      Y. Uchiyama, T. Matsushita, T. Hara, T. Iwama, H. Hoshi, H. Fujita
    • Organizer
      Radiological Society of North America(RSNA) Scientific Assembly and Annual Meeting Program
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2011-11-27
    • Related Report
      2011 Final Research Report
  • [Presentation] Improvement of CAD scheme for detection of intracranial unruptured aneurysms in MRA images using anatomical location2011

    • Author(s)
      Y.Uchiyama, T.Matsushita, et al
    • Organizer
      Radiological Society of North America (RSNA) Scientific Assembly and Annual Meeting Program
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2011-11-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] 韓国VH画像を用いた脳MR画像における血管名自動対応付け法-大規模データベースを用いた評価-2011

    • Author(s)
      浅野龍紀, 内山良一, 横山龍二郎, 原武史, 岩間亨, 星博昭, Min Suk Chung, 藤田広志
    • Organizer
      電子情報通信学会(医用画像研究会)
    • Place of Presentation
      てんぶす那覇
    • Year and Date
      2011-01-20
    • Related Report
      2011 Final Research Report
  • [Presentation] 韓国VH画像を用いた脳MR画像における血管名の自動対応付け法-大規模データベースを用いた評価-2011

    • Author(s)
      浅野龍紀, 内山良一, 他
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      那覇市ぶんかデンブス館
    • Related Report
      2010 Annual Research Report
  • [Presentation] 参照画像を用いたMR画像における解剖学的位置情報の取得とラクナ梗塞鑑別2010

    • Author(s)
      鈴木鷹也, 内山良一, 原武史, 福岡大輔, 岩間亨, 星博昭, 紀ノ定保臣, 藤田広志
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      東海大学
    • Year and Date
      2010-07-30
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] MR画像におけるラクナ梗塞と血管周囲腔拡大の鑑別法2010

    • Author(s)
      國枝琢也, 内山良一, 加藤博基, 浅野隆彦, 原武史, 藤田広志, 兼松雅之, 星博昭, 岩間亨, 紀ノ定保臣, 横山和俊, 篠田淳
    • Organizer
      医用画像情報学会第157回大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2010-06-05
    • Related Report
      2011 Final Research Report
  • [Presentation] 脳MR画像におけるラクナ梗塞と血管周囲腔拡大の鑑別法2010

    • Author(s)
      内山良一, 國枝琢也, 他
    • Organizer
      医用画像情報学会第157回大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2010 Annual Research Report
  • [Book] Detection of Cerebrovascular Diseases, in Computer-aided Detection and Diagnosis in Medical Imaging2012

    • Author(s)
      Y. Uchiyama, H. Fujita
    • Publisher
      Taylor & Francis Books, Inc.(in press)
    • Related Report
      2011 Final Research Report
  • [Book] Detection of Cerebrovascular Diseases, in Computer-aided Detection and Diagnosis in Medical Imaging, eds.by Q.Li and R.Nishikawa, Chap.172012

    • Author(s)
      Y.Uchiyama, H.Fujita
    • Publisher
      Taylor & Francis Books, Inc.(in press)
    • Related Report
      2011 Annual Research Report

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Published: 2010-08-23   Modified: 2016-04-21  

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