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A new method for accurate estimation of AUC for repeated intravenous infusions

Research Project

Project/Area Number 25330042
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Statistical science
Research InstitutionKitasato University

Principal Investigator

Tsuruta Harukazu  北里大学, 医療衛生学部, 教授 (10112666)

Co-Investigator(Renkei-kenkyūsha) Fukumoto Mariko  北里大学, 薬学部, 准教授 (40137914)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords血中濃度曲線下面積 / 薬物動態解析 / ブスルファン / ブートストラップ法 / テーラメード治療 / テーラーメード治療 / 患者内誤差 / モンテカルロシミュレーション / 薬物動態 / 統計解析
Outline of Final Research Achievements

To reduce the number of blood samples necessary to estimate the optimal dose of drugs, various kinds of limited sampling strategies (LSSs) have been proposed. However, the conditions under which LSSs succeed or fail in intravenous infusion were not clarified. We investigated the accuracy and precision of existing LSSs numerically, and clalified when a LSS succeeds or fails. Consequently, we developed a new LSS for the estimation and proved that it provides an accurate and precise estimation of the optimal dose.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (22 results)

All 2016 2015 2014 2013 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (14 results) (of which Int'l Joint Research: 4 results,  Invited: 5 results) Book (3 results) Remarks (2 results)

  • [Journal Article] A unifying approach to the shape and change-point hypotheses in the discrete univariate exponential family2016

    • Author(s)
      Hirotsu C, Yamamoto S, Tsuruta H
    • Journal Title

      Computational Statistics & Data Analysis

      Volume: 97 Pages: 33-46

    • DOI

      10.1016/j.csda.2015.11.012

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Medical Equipment Management in Relation to the Mandatory Medical Equipment Safety Manager (MESM) in Japan2014

    • Author(s)
      Ishida K, Hirose M, Fujiwara M, Tsuruta H, Ikeda N.
    • Journal Title

      Journal of Healthcare Engineering

      Volume: 5 Issue: 3 Pages: 329-346

    • DOI

      10.1260/2040-2295.5.3.329

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Study of Electrical Power Facilities and Measures for Planned Outages in Japanese Hemodialysis Clinics After the Great East Japan Earthquake2013

    • Author(s)
      Ishida K, Tsuruta H, et al.
    • Journal Title

      Therapeutic Apheresis and Dialysis

      Volume: 17 Issue: 1 Pages: 65-71

    • DOI

      10.1111/j.1744-9987.2012.01115.x

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] A Smartphone-based Gait Assessment System for the Elderly2015

    • Author(s)
      Arisaka N, Mizuno K, Shiba Y, Mamorita N, Tsuruta H
    • Organizer
      AMIA 2015 Annual Symposium
    • Place of Presentation
      Hilton San Francisco Union Square(San Francisco, USA)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantitative Evaluation of Dysarthria and Development of Vowel Sound Voice Training System2015

    • Author(s)
      Maeda H, Arisaka N, Hata W, Mamorita N, Ishizaka I, Tsuruta H
    • Organizer
      AMIA 2015 Annual Symposium
    • Place of Presentation
      Hilton San Francisco Union Square(San Francisco, USA)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] あなたの研究・開発を医療情報学会で報告してみませんか?(第2回)2015

    • Author(s)
      鶴田陽和
    • Organizer
      第35回医療情報学連合大会
    • Place of Presentation
      沖縄コンベンションセンター(宜野湾市、沖縄県)
    • Year and Date
      2015-11-01
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] あなたの研究・開発を医療情報学会で報告してみませんか?-論文と発表資料の作成で気を付けるべきこと-2015

    • Author(s)
      鶴田陽和
    • Organizer
      第19回医療情報学会春季学術集会
    • Place of Presentation
      仙台国際センター(仙台市、宮城県)
    • Year and Date
      2015-06-12
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Method for Accurate Estimation of AUC for Repeated Intravenous Infusions.2015

    • Author(s)
      Tsuruta H, Mamorita N, Arisaka N
    • Organizer
      The 26th European Medical Informatics Conference
    • Place of Presentation
      Hotel Auditorium Madrid(Madrid, Spain)
    • Year and Date
      2015-05-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of a New Gait Analysis Technique Using a Smartphone2015

    • Author(s)
      Mizuno K, Shiba Y, Sato H, Kamide N, Tsuruta H, Arisaka N
    • Organizer
      WCPT Congress 2015
    • Place of Presentation
      the Suntec Singapore Convention & Exhibition Centre(Singapore, Singapore)
    • Year and Date
      2015-05-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 研究デザインの方法2014

    • Author(s)
      鶴田陽和
    • Organizer
      第1回関東医療情報研究会
    • Place of Presentation
      NATULUCK東陽町(東京都江東区)
    • Year and Date
      2014-12-13
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 統計基礎講座~基礎のキソのきそ~2014

    • Author(s)
      鶴田陽和
    • Organizer
      第3回神奈川医療情報システム研究会
    • Place of Presentation
      北里大学(神奈川県相模原市)
    • Year and Date
      2014-09-14
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Interactive training system for ventilator management in clinical engineer course2014

    • Author(s)
      Kudou M, Mamorita N, H. Tsuruta et al
    • Organizer
      the 25th European Medical Informatics Conference
    • Place of Presentation
      Halic Congress Center (Istanbul, Turkey)
    • Year and Date
      2014-08-31 – 2014-09-03
    • Related Report
      2014 Research-status Report
  • [Presentation] Unifying approach to the shape and change-point hypotheses in a general exponential family2014

    • Author(s)
      Hirotsu C, Tsuruta H
    • Organizer
      The 21st International Conference on Computational Statistics
    • Place of Presentation
      the International Conference Centre (Geneva, Swiss)
    • Year and Date
      2014-08-18 – 2014-08-22
    • Related Report
      2014 Research-status Report
  • [Presentation] 医療データの解析手法~ロジスティック回帰超入門2014

    • Author(s)
      鶴田陽和
    • Organizer
      第18回医療情報学会春季学術集会
    • Place of Presentation
      岡山コンベンションセンター(岡山県岡山市)
    • Year and Date
      2014-06-06 – 2014-06-07
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] A Proposed Dynamic Dosing Scheme to Secure the Target Plasma Drug Concentrations Based on the Precision of the AUC Estimate2013

    • Author(s)
      Tsuruta H, Wada T
    • Organizer
      Foreteenth World Congress on Medical Informatics(MEDINFO 2013)
    • Place of Presentation
      Bella Center, Copenhagen, Denmark
    • Related Report
      2013 Research-status Report
  • [Presentation] 累積型の統計量ならびに修正U統計量を使う最新の検定手法を実装した統計ソフトウェアの開発2013

    • Author(s)
      鶴田 陽和,有阪 直哉,守田 憲崇
    • Organizer
      第33回日本医療情報学会連合大会
    • Place of Presentation
      神戸、神戸ファッションマート(六甲アイランド内)
    • Related Report
      2013 Research-status Report
  • [Presentation] 凸性検定のための累積χ二乗統計量の定式化,および最大対比統計量との比較2013

    • Author(s)
      広津 千尋,鶴田 陽和,山本 昭一
    • Organizer
      2013年度統計関連学会連合大会
    • Place of Presentation
      大阪、大阪大学 豊中キャンパス
    • Related Report
      2013 Research-status Report
  • [Book] 第2種ME技術実力検定試験 重要問題トレーニング2014

    • Author(s)
      鶴田陽和(分担執筆)
    • Total Pages
      307
    • Publisher
      メジカルビュー社
    • Related Report
      2014 Research-status Report
  • [Book] 第2種ME技術実力検定試験 マスター・ノート2014

    • Author(s)
      鶴田陽和(分担執筆)
    • Total Pages
      469
    • Publisher
      メジカルビュー社
    • Related Report
      2014 Research-status Report
  • [Book] 独習統計学24講-医療データの見方・使い方-2013

    • Author(s)
      鶴田陽和
    • Total Pages
      209
    • Publisher
      朝倉書店
    • Related Report
      2013 Research-status Report
  • [Remarks] 血中濃度曲線下面積の正確な推定方法の開発

    • URL

      http://csnw.ahs.kitasato-u.ac.jp/_ts/AUC/

    • Related Report
      2015 Annual Research Report
  • [Remarks] 業績一覧(鶴田陽和)

    • URL

      http://csnw.ahs.kitasato-u.ac.jp/_BM/MedInfo/Articles_tsuruta.pdf

    • Related Report
      2015 Annual Research Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

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