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Risk assessment and prognosis prediction for patients with acute myocardial infarction using with data mining technique

Research Project

Project/Area Number 22590590
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Public health/Health science
Research InstitutionYamaguchi University

Principal Investigator

MATSUI Kunihiko  山口大学, 大学院・医学系研究科, 教授 (80314201)

Co-Investigator(Kenkyū-buntansha) KOJIMA Sunao  熊本大学, 医学部附属病院, 准教授 (50363528)
OGAWA Hisao  熊本大学, 医学薬学研究部, 教授 (50177135)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords急性心筋梗塞 / 予後予測 / データマイニング
Research Abstract

In this study, we used a prospective collected database of Japanese patients with acute myocardial infarction from the collaboration project of Japanese hospitals, Japan Acute Coronary Syndrome Study (JACSS).
With a data mining technique, we assessed for physicians’ decision making model including choices of invasive intervention therapies
and the patients’ outcome. Additionally, we assessed for the validity of our model. In our study results for the patients with acute myocardial infarction, the effectiveness of the invasive intervention therapy was largest for the patients with intermediate risk assessed by our prediction model.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (6 results)

All 2013 2012

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (2 results)

  • [Journal Article] An angiotensin II receptor blocker - calcium channel blocker combination prevents cardiovascular events in elderly high-risk hypertensive patients with chronic kidney disease better than high-dose angiotensin II receptor blockade alone2013

    • Author(s)
      Kim-Mitsuyama S, Ogawa H, Matsui K, Jinnouchi T, Jinnouchi H, Arakawa K
    • Journal Title

      Kidney Int

      Volume: 83 Pages: 167-76

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An angiotensin II receptor blocker - calcium channel blocker combination prevents cardiovascular events in elderly high-risk hypertensive patients with chronic kidney disease better than high-dose angiotensin II receptor blockade alone.2013

    • Author(s)
      im-Mitsuyama S, Ogawa H, Matsui K, Jinnouchi T, Jinnouchi H, Arakawa K.
    • Journal Title

      Kidney Int.

      Volume: 83 Issue: 1 Pages: 167-176

    • DOI

      10.1038/ki.2012.326

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Angiotensin II receptor blocker-based therapy in Japanese elderly, high-risk, hypertensive patients2012

    • Author(s)
      Ogawa H, Kim-Mitsuyama S, Matsui K, Jinnouchi T, Jinnouchi H, Arakawa K
    • Journal Title

      OlmeSartan and Calcium Antagonists Randomized (OSCAR) Study Group. Am J Med

      Volume: 125 Pages: 981-90

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Angiotensin II receptor blocker-based therapy in Japanese elderly, high-risk, hypertensive patients.2012

    • Author(s)
      Ogawa H, Kim-Mitsuyama S, Matsui K, Jinnouchi T, Jinnouchi H, Arakawa K
    • Journal Title

      Am J Med.

      Volume: 125 Issue: 10 Pages: 981-990

    • DOI

      10.1016/j.amjmed.2011.12.010

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] Association of age and sex with bystander cardiopulmonary resuscitation on out-of-hospital cardiac arrest and outcomes2012

    • Author(s)
      Matsui K, Kojima S, Ogawa H
    • Organizer
      American Heart Association (AHA) 2012 Scientific Sessions
    • Place of Presentation
      Los Angeles, California, U.S.A.
    • Year and Date
      2012-11-07
    • Related Report
      2012 Final Research Report
  • [Presentation] Association of age and sex with bystander cardiopulmonary resuscitation on out-of-hospital cardiac arrest and outcomes.2012

    • Author(s)
      Matsui K, Kojima S, Ogawa H, et al.
    • Organizer
      American Heart Association (AHA) 2012 Scientific Sessions
    • Place of Presentation
      Los Angeles, California,USA
    • Related Report
      2012 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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