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

Analysis of clinical practices of respiratory medicine and critical care medicine using data mining methods

Research Project

Project/Area Number 15K09176
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Respiratory organ internal medicine
Research InstitutionKumamoto University

Principal Investigator

Hirosako Susumu  熊本大学, 医学部附属病院, 非常勤診療医師 (70432995)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥130,000 (Direct Cost: ¥100,000、Indirect Cost: ¥30,000)
Fiscal Year 2016: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2015: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Keywords気管チューブ抜管 / 気管切開 / 人工呼吸ウィーニング / 決定木分析 / 周術期呼吸器合併症 / 全身麻酔下手術 / 肺機能検査 / ロジスティック回帰分析 / Weaning / 人工呼吸 / 術前コンサルト / 術後合併症 / 対標準一秒量 / データマイニング
Outline of Final Research Achievements

1) Decision making of tracheostomy and extubation outcomes in mechanically ventilated patients: We have analyzed the clinical responsible factors for decision-making of tracheotomy and extubation failure in mechanically ventilated patients using logistic regression and decision tree analyses. The principle predictors of extubation intolerance were related to instability of airway patency.
2) The risk of postoperative pulmonary complications in patients with respiratory disease who pre-operatively consulted with pulmonologists: Surgical patients often consult with pulmonologists to assess their tolerability for surgery. The clinical data of patients who consulted at Respiratory Medicine before surgery were analysed using logistic regression models. Most reliable finding for predicting postoperative pulmonary complications was lower % predicted FEV1.

Report

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

    (6 results)

All 2017 2016

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] Decision making of tracheostomy and extubation outcomes in mechanically ventilated patients evaluated by logistic regression and decision tree analyses2017

    • Author(s)
      Susumu Hirosako; Hirotsugu Kohrogi; Katsuyuki Sagishima; Keisuke Sakai; Yohei Migiyama; Hidenobu Kamohara; Hiroaki Kawano; Yoshihiro Kinoshita
    • Journal Title

      Critical Care & Shock

      Volume: 20 Pages: 90-101

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decision making of tracheostomy and extubation outcomes in mechanically ventilated patients evaluated by logistic regression and decision tree analyses2017

    • Author(s)
      Susumu Hirosako, Hirotsugu Kohrogi, Katsuyuki Sagishima, Keisuke Sakai, Yohei Migiyama, Hidenobu Kamohara, Hiroaki Kawano, Yoshihiro Kinoshita
    • Journal Title

      Critical Care and Shock

      Volume: in press

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] The Risk of Postoperative Pulmonary Complications in Patients with Respiratory Diseases Who Pre-Operatively Consulted with Pulmonologists2017

    • Author(s)
      Susumu Hirosako, Kazuyoshi Nakamura, Kimitaka Akaike, Hiroko Okabayashi, Shinya Sakata, Shohei Hamada, Yuko Horio, Yohei Migiyama, Koichi Saruwatari, Yusuke Tomita, Chieko Yoshida, Sho Saeki, Shinichiro Okamoto, Hidenori Ichiyasu, Kazuhiko Fujii, Hirotsugu Kohrogi
    • Organizer
      American Thoracic Society International Conference 2017
    • Place of Presentation
      Washington
    • Year and Date
      2017-05-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Risk of Postoperative Pulmonary Complications in Patients with Respiratory Diseases Who Pre-Operatively Consulted with Pulmonologists2017

    • Author(s)
      Susumu Hirosako , Kazuyoshi Nakamura , Kimitaka Akaike , Hiroko Okabayashi , Shinya Sakata , Shohei Hamada , Yuko Horio , Yohei Migiyama , Koichi Saruwatari , Yusuke Tomita , Chieko Yoshida , Sho Saeki , Shinichiro Okamoto , Hidenori Ichiyasu , Kazuhiko Fujii , Hirotsugu Kohrogi
    • Organizer
      American Thoracic Society International Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 高度低肺機能患者の全身麻酔下手術前評価に関する分析2016

    • Author(s)
      廣佐古 進、濱田 昌平、須加原 一昭、吉田 知栄子、佐伯 祥、小嶋 圭介、中村 和芳、岡本 真一郎、一安 秀範、藤井 一彦、興梠 博次
    • Organizer
      第56回 日本呼吸器学会学術講演会
    • Place of Presentation
      京都市
    • Year and Date
      2016-04-08
    • Related Report
      2016 Research-status Report
  • [Presentation] 高度低肺機能患者の全身麻酔下手術前評価に関する分析2016

    • Author(s)
      廣佐古 進、濱田 昌平、須加原 一昭、吉田 知栄子、佐伯 祥、小嶋 圭介、中村 和芳、岡本 真一郎、一安 秀範、藤井 一彦、興梠 博次
    • Organizer
      第56回日本呼吸器学会学術講演会
    • Place of Presentation
      京都市
    • Year and Date
      2016-04-08
    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi