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

A research on modeling Diabetes Disease Progression based on Causal Chain Ontology

Research Project

Project/Area Number 23790561
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Medical sociology
Research InstitutionThe University of Tokyo

Principal Investigator

IMAI Takeshi  東京大学, 医学(系)研究科(研究院), 講師 (90401075)

Research Collaborator OHE Kazuhiko  東京大学, 大学院医学系研究科, 教授
WAKI Kayo  東京大学, 大学院医学系研究科, 特任准教授
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsオントロジー / 糖尿病 / 病態遷移予測 / 病態遷移モデル
Outline of Final Research Achievements

This study aimed to model diabetes disease progression for predicting future risks of diabetes complications. We first built a diabetes disease progression ontology which represent causal chains of abnormal states, and mapped patient's clinical status to the ontology in chronological order. Then we constructed the diabetes disease progression model to predict the length of transition to diabetic macroangiopathy and microangiopathy based on patient's status (e.g. HbA1c, smoking status, family history, hypertension, hyperlipidemia) and multiple regression model.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (6 results)

All 2013 2012 2011

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (5 results)

  • [Journal Article] River Flow Model of Diseases2011

    • Author(s)
      Mizoguchi R, Kozaki K, Kou H, Yamagata Y, Imai T, Waki K, Ohe K
    • Journal Title

      Proc. of International Conference on Biomedical Ontology (ICBO)

      Volume: 2011 Pages: 63-70

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Ontological Model of Abnormal States and its Application in the Medical Domain2013

    • Author(s)
      Yuki Yamagata, Hiroko Kou, Kouji Kozaki, Riichiro Mizoguchi, Takeshi Imai, Kazuhiko Ohe
    • Organizer
      4th International Conference on Biomedical Ontology (ICBO 2013)
    • Place of Presentation
      Montreal, Qc, Canada
    • Related Report
      2013 Research-status Report
  • [Presentation] Browsing Causal Chains in a Disease Ontology2012

    • Author(s)
      Kozaki K, Kou H, Yamagata Y, Imai T, Ohe K, Mizoguchi R
    • Organizer
      11th International Semantic Web Conference (ISWC 2012)
    • Place of Presentation
      Boston, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] 我が国における臨床医学オントロジー研究開発の現状と今後の展望2011

    • Author(s)
      今井 健, 古崎晃司, 国府裕子, 山縣友紀, 溝口理一郎, 大江和彦.
    • Organizer
      第61回SLUD研究会・医療情報コミュニケーションシンポジウム (人工知能学会 SIG-SLUD-B003)(招待講演)
    • Place of Presentation
      東京大学大学院情報学環(東京都文京区)
    • Related Report
      2011 Research-status Report
  • [Presentation] 臨床医学オントロジーにおける疾患連鎖モデルの考察2011

    • Author(s)
      古崎晃司, 国府裕子, 山縣友紀, 今井 健, 大江和彦, 溝口理一郎
    • Organizer
      第23回セマンティックウェブとオントロジー研究会 (人工知能学会 SIG-SWO)
    • Place of Presentation
      浜名湖かんざんじ荘(静岡県浜松市)
    • Related Report
      2011 Research-status Report
  • [Presentation] 疾患オントロジーにおけるバランス複合異常と汎用異常連鎖に関する考察2011

    • Author(s)
      山縣友紀, 国府裕子, 古崎晃司, 今井 健, 大江和彦, 溝口理一郎
    • Organizer
      人工知能学会 第25回全国大会
    • Place of Presentation
      いわて県民情報交流センター(岩手県盛岡市)
    • Related Report
      2011 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi