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Development of Computer-Aided Diagnostic System Predictable from Mild Cognitive Impairment to Dementia

Research Project

Project/Area Number 26350902
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Applied health science
Research InstitutionNiigata University of Health and Welfare (2017)
Takasaki University of Health and Welfare (2014-2016)

Principal Investigator

Kodama Naoki  新潟医療福祉大学, 医療技術学部, 教授 (50383146)

Co-Investigator(Kenkyū-buntansha) 竹内 裕之  高崎健康福祉大学, 健康福祉学部, 教授 (00348129)
山口 弘次郎  藤田保健衛生大学, 保健学研究科, 准教授 (40267927)
小杉 尚子  東京医療保健大学, 医療保健学部, 准教授 (80589648)
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords認知症 / 軽度認知障害 / 進行予測 / コンピュータ支援診断 / 認知機能 / MRI / データベース / アルツハイマー型認知症 / データ解析 / レビー小体型認知症 / ADAS / MMSE / 予測因子 / MRI / 生活習慣病 / 時系列解析
Outline of Final Research Achievements

In this study, we investigated whether early diagnosis of mild AD and MCI are possible using VBM by MRI and Alzheimer's Disease Assessment Scale-cognitive component-Japanese version(ADAS-Jcog) accumulated in the database. The subjects are 330 patients who visited the clinic, 192 patients with mild AD and 138 patients with MCI. As the results of this study, there was significant difference between MCI and mild AD in degree of VOI atrophy, ratio of cerebral atrophy, ratio of VOI atrophy, atrophic rate. A significant difference was between MCI and mild AD in 10 of the 11 sub-items of ADAS-Jcog. Furthermore, as result of discriminant analysis by the stepwise method, the items necessary to distinguish between MCI and AD were proportion of whole ratio of cerebral atrophy, temporal orientation, word reproduction, reproduction ability, item designation. The discrimination rate was 80.9%. These five items were useful indicators for distinguishing between MCI and mild AD.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (14 results)

All 2018 2017 2016 2015 2014

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 2 results) Presentation (11 results) (of which Int'l Joint Research: 3 results) Book (1 results)

  • [Journal Article] アルツハイマー型認知症における近赤外光を用いた脳血液量と脳萎縮の関連2016

    • Author(s)
      清水祐介、高橋真悟、児玉直樹、小杉尚子、竹内裕之
    • Journal Title

      日本認知症予防学会誌

      Volume: 5 Pages: 19-24

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Movement of Prefrontal Blood Volume during Stroop Task using Near-infrared2016

    • Author(s)
      高橋真悟、児玉直樹、小杉尚子、竹内裕之
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 136 Issue: 1 Pages: 86-91

    • DOI

      10.1541/ieejeiss.136.86

    • NAID

      130005116473

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Conversion from patients with amnestic MCI (Mild Cognitive Impairment) to dementia: a five year follow-up study2018

    • Author(s)
      Naoki Kodama, Satoshi Kasai, Yasuhiro Kawase
    • Organizer
      Europian Congress of Radiology (ECR) 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 認知機能データ解析による軽度認知障害(MCI)の早期発見2017

    • Author(s)
      児玉直樹、川瀬康裕、竹内裕之
    • Organizer
      第9回データ工学と情報マネジメントに関するフォーラム(DEIM2017)
    • Place of Presentation
      岐阜県高山市
    • Year and Date
      2017-03-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Fisher正確確率検定を用いた脳血液量データの検討と認知症重症度と脳血液量の関連2017

    • Author(s)
      高橋真悟、清水祐介、児玉直樹、竹内裕之
    • Organizer
      第9回データ工学と情報マネジメントに関するフォーラム(DEIM2017)
    • Place of Presentation
      岐阜県高山市
    • Year and Date
      2017-03-06
    • Related Report
      2016 Research-status Report
  • [Presentation] 近赤外光計測による課題別脳血液量データを用いたROC分析による認知症スクリーニングの可能性2017

    • Author(s)
      清水祐介、児玉直樹、高橋真悟、竹内裕之
    • Organizer
      第9回データ工学と情報マネジメントに関するフォーラム(DEIM2017)
    • Place of Presentation
      岐阜県高山市
    • Year and Date
      2017-03-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Radiology of Mild Cognitive Impairment: Conversion into Alzheimer's disease or Dementia with Lewy Bodies2017

    • Author(s)
      Naoki Kodama, Satoshi Kasai, Yasuhiro Kawase
    • Organizer
      Radiological Society of North America (RSNA) 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 認知症の大規模データ解析による認知症の早期発見項目の抽出2016

    • Author(s)
      児玉直樹、川瀬康裕、竹内裕之
    • Organizer
      第8回データ工学と情報マネジメントに関するフォーラム(DEIM2016)
    • Place of Presentation
      福岡
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 近赤外光を用いた脳血液量データの補正と判別分析による検討2016

    • Author(s)
      高橋真悟、児玉直樹、竹内裕之
    • Organizer
      第8回データ工学と情報マネジメントに関するフォーラム(DEIM2016)
    • Place of Presentation
      福岡
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 波形パターンのモデル化に有用なデータの検討2016

    • Author(s)
      清水祐介、児玉直樹、高橋真悟、竹内裕之
    • Organizer
      第8回データ工学と情報マネジメントに関するフォーラム(DEIM2016)
    • Place of Presentation
      福岡
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Radiology of Dementia with Lewy Bodies: Diagnostic Performance of Combined 123I-IMP Brain Perfusion SPECT and 123I-MIBG Myocardial SPECT2015

    • Author(s)
      Naoki Kodama, Yasuhiro Kawase, Koichiro Okamoto, Hiroshi Takeuchi
    • Organizer
      Radiological Society of North America(RSNA) 2015
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2015-11-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 医療機関の大規模データ処理による生活習慣病と認知機能低下との関係2015

    • Author(s)
      児玉直樹、川瀬康裕、竹内裕之
    • Organizer
      第7回データ工学と情報マネジメントに関するフォーラム(DEIM2015)
    • Place of Presentation
      福島県郡山市
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] Gray matter atrophy in mild cognitive impairment (MCI) and Alzheimer's disease: a voxel-based morphometry study2014

    • Author(s)
      Naoki Kodama, Yasuhiro Kwase
    • Organizer
      Radiological Society of North America 2014(RSNA2014)
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2014-11-30 – 2014-12-05
    • Related Report
      2014 Research-status Report
  • [Book] 認知症予防専門士テキストブック改訂版2017

    • Author(s)
      浦上克哉、川瀬康裕、西野憲志、辻正純、児玉直樹
    • Total Pages
      381
    • Publisher
      徳間書店
    • ISBN
      9784198645038
    • Related Report
      2017 Annual Research Report

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Published: 2014-04-04   Modified: 2019-03-29  

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