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Masuda Hirotada  桝田 浩禎

ORCIDConnect your ORCID iD *help
… Alternative Names

桝田 浩禎  マスダ ヒロタダ

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Researcher Number 80793918
Other IDs
Affiliation (Current) 2025: 大阪大学, 大学院医学系研究科, 招へい教員
Affiliation (based on the past Project Information) *help 2022 – 2023: 大阪大学, 医学部附属病院, 特任助教(常勤)
Review Section/Research Field
Except Principal Investigator
Basic Section 58060:Clinical nursing-related
Keywords
Except Principal Investigator
機械学習 / 周術期管理 / 術後せん妄 / リスクアセスメント / 検出 / 予測 / 脳波 / 心臓血管外科 / せん妄
  • Research Projects

    (1 results)
  • Research Products

    (3 results)
  • Co-Researchers

    (6 People)
  •  Development of a machine learning model to predict of delirium in cardiac surgery using preoperative data and EEG

    • Principal Investigator
      吉田 靖
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 58060:Clinical nursing-related
    • Research Institution
      Osaka University

All 2023

All Journal Article Presentation

  • [Journal Article] Predicting postoperative delirium after cardiovascular surgeries from preoperative portable electroencephalography oscillations2023

    • Author(s)
      Hata Masahiro、Miyazaki Yuki、Nagata Chie、Masuda Hirotada、Wada Tamiki、Takahashi Shun、Ishii Ryouhei、Miyagawa Shigeru、Ikeda Manabu、Ueno Takayoshi
    • Journal Title

      Frontiers in Psychiatry

      Volume: 14 Pages: 1287607-1287607

    • DOI

      10.3389/fpsyt.2023.1287607

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K07484, KAKENHI-PROJECT-22K10839, KAKENHI-PROJECT-20K16648
  • [Journal Article] Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms2023

    • Author(s)
      Nagata Chie、Hata Masahiro、Miyazaki Yuki、Masuda Hirotada、Wada Tamiki、Kimura Tasuku、Fujii Makoto、Sakurai Yasushi、Matsubara Yasuko、Yoshida Kiyoshi、Miyagawa Shigeru、Ikeda Manabu、Ueno Takayoshi
    • Journal Title

      Scientific Reports

      Volume: 13 Issue: 1

    • DOI

      10.1038/s41598-023-48418-5

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K10839
  • [Presentation] 機械学習を用いた心臓血管外科術後せん妄の予測モデルの構築2023

    • Author(s)
      長田知恵、桝田浩禎、畑真弘、宮崎友希、上野高義
    • Organizer
      第87回日本循環器学会学術集会
    • Data Source
      KAKENHI-PROJECT-22K10839
  • 1.  吉田 靖 (30532519)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 2.  池田 学 (60284395)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 3.  上野 高義 (60437316)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 4.  畑 真弘 (80816223)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 5.  TAKAHASHI Shun
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 6.  池田 俊一郎
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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