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Development of computer-aided diagnostic system for early detection of dementia

Research Project

Project/Area Number 20700558
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Applied health science
Research InstitutionTakasaki University of Health and Welfare

Principal Investigator

KODAMA Naoki  Takasaki University of Health and Welfare, 健康福祉学部, 准教授 (50383146)

Project Period (FY) 2008 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2008: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords認知症 / 画像 / アルゴリズム / 医療・福祉 / 脳・神経 / コンピュータ支援診断 / 医用画像処理 / MRI / 軽度認知障害
Research Abstract

We studied the possibility of making an objective early detection of dementia. Subjects consisted of 30 patients with Alzheimer-type dementia, and 30 healthy elderly individuals, with no statistically significant difference in age or sex between the two populations. Texture analysis was performed on cerebral parenchyma images extracted from magnetic resonance images of the head for all the subjects. The texture analysis confirmed Alzheimer-type dementia 24 (80.0%) of the 30 patients with the disease, and the normal brain in 22 (73.3%) of the 30 healthy individuals. However, neural network confirmed Alzheimer-type dementia 30 (100%) of the 30 patients with the disease, and the normal brain in 28 (93.3%) of the 30 healthy individuals. These results indicate that this diagnostic technique provides a useful system for early detection of dementia.

Report

(3 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • Research Products

    (18 results)

All 2010 2009 2008

All Journal Article (8 results) (of which Peer Reviewed: 4 results) Presentation (10 results)

  • [Journal Article] ニューラルネットワークを用いた認知症診断に関する研究2010

    • Author(s)
      児玉直樹、川瀬康裕
    • Journal Title

      第3回21世紀科学と人間シンポジウム論文誌 Vol.3

      Pages: 34-37

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] ニューラルネットワークを用いた認知症診断に関する研究2010

    • Author(s)
      児玉直樹
    • Journal Title

      第3回21世紀科学と人間シンポジウム論文誌 3

      Pages: 34-37

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 認知症支援のための経時差分画像の研究2009

    • Author(s)
      中村賢治、児玉直樹、竹内裕之、川瀬康裕
    • Journal Title

      第1回データ工学と情報マネジメントに関するフォーラム論文集

    • Related Report
      2009 Final Research Report
  • [Journal Article] 認知症早期発見のためのタッチパネル式認知症スクリーニングシステムの開発2009

    • Author(s)
      児玉直樹、川瀬康裕、竹内裕之
    • Journal Title

      第1回データ工学と情報マネジメントに関するフォーラム論文集

    • Related Report
      2009 Final Research Report
  • [Journal Article] 認知症予防のための軽度認知障害の早期発見2009

    • Author(s)
      児玉直樹、川瀬康裕
    • Journal Title

      第2回21世紀科学と人間シンポジウム論文誌 Vol.2

      Pages: 44-47

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 認知症予防のための軽度認知障害の早期発見2009

    • Author(s)
      児玉直樹
    • Journal Title

      第2回21世紀科学と人間シンポジウム論文誌 2

      Pages: 44-47

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 認知症早期発見のためのタッチパネル式認知症スクリーニングシステムの開発2009

    • Author(s)
      児玉直樹
    • Journal Title

      第1回データ工学と情報マネジメントに関するフォーラム論文集

    • Related Report
      2008 Annual Research Report
  • [Journal Article] 認知症支援のための経時差分画像の研究2009

    • Author(s)
      中村賢治
    • Journal Title

      第1回データ工学と情報マネジメントに関するフォーラム論文集

    • Related Report
      2008 Annual Research Report
  • [Presentation] Computerized method for classification between dementia with Lewy bodies and Alzheimer's disease by use of texture analysis on brain MRI2009

    • Author(s)
      Naoki Kodama、Yasuhiro Kawase
    • Organizer
      World Congress on Medical physics and Biomedical Engineering 2009
    • Place of Presentation
      Munich、Germany
    • Year and Date
      2009-09-09
    • Related Report
      2009 Final Research Report
  • [Presentation] Computerized method for classification between dementia with Lewy bodies and Alzheimer's disease by use of texture analysis on brain MRI2009

    • Author(s)
      児玉直樹
    • Organizer
      World Congress on Medical Physics and Biomedical Engineering 2009 (WC2009)
    • Place of Presentation
      Munich, Germany
    • Year and Date
      2009-09-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた認知症の画像解析2009

    • Author(s)
      児玉直樹、川瀬康裕
    • Organizer
      平成21年度電気学会電子・情報・システム部門大会
    • Place of Presentation
      徳島大学、徳島市
    • Year and Date
      2009-09-04
    • Related Report
      2009 Final Research Report
  • [Presentation] ニューラルネツトワークを用いた認知症の画像解析2009

    • Author(s)
      Naoki Kodama
    • Organizer
      平成21年度電気学会 電子・情報・システム部門大会
    • Place of Presentation
      徳島大学常三島キャンパス
    • Year and Date
      2009-09-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Development and Evaluation of Classification of MCI (Mild Cognitive Impairment) and Alzheimer's Disease on MR Imaging2009

    • Author(s)
      Naoki Kodama、Satoshi Kasai、Yasuhiro Kawase
    • Organizer
      Radiological Society of North America 2009
    • Place of Presentation
      Chicago、USA
    • Related Report
      2009 Final Research Report
  • [Presentation] Morphological Changes in Amnestic MCI (Mild Cognitive Impairment) Brains2009

    • Author(s)
      Naoki Kodama、Satoshi Kasai、Yasuhiro Kawase
    • Organizer
      Radiological Society of North America 2009
    • Place of Presentation
      hicago、USA
    • Related Report
      2009 Final Research Report
  • [Presentation] Morphological Changes in Amnestic MCI (Mild Cognitive Impairment) Brains2009

    • Author(s)
      Naoki Kodama
    • Organizer
      Radiological Society of North America 2009(RSNA2009)
    • Place of Presentation
      Chicago, USA
    • Related Report
      2009 Annual Research Report
  • [Presentation] Development and Evaluation of Classification of MCI (Mild Cognitive Impairment) and Alzheimer's Disease on MR Imaging2009

    • Author(s)
      Naoki Kodama
    • Organizer
      Radiological Society of North America 2009(RSNA2009)
    • Place of Presentation
      Chicago, USA
    • Related Report
      2009 Annual Research Report
  • [Presentation] テクスチャ解析による軽度認知障害診断の可能性2008

    • Author(s)
      児玉直樹、川瀬康裕
    • Organizer
      平成20年度電気学会電子・情報・システム部門大会
    • Place of Presentation
      公立はこだて未来大学、函館市
    • Year and Date
      2008-08-20
    • Related Report
      2009 Final Research Report
  • [Presentation] テクスチャ解析による軽度認知障害診断の可能性2008

    • Author(s)
      児玉直樹
    • Organizer
      平成20年度電気学会電子・情報・システム部門大会
    • Place of Presentation
      北海道函館市公立はこだて未来大学
    • Year and Date
      2008-08-20
    • Related Report
      2008 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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