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Fujita Daisuke  藤田 大輔

ORCIDConnect your ORCID iD *help
Researcher Number 90907867
Other IDs
Affiliation (Current) 2025: 兵庫県立大学, 工学研究科, 助教
Affiliation (based on the past Project Information) *help 2022 – 2023: 兵庫県立大学, 工学研究科, 助教
Review Section/Research Field
Principal Investigator
Basic Section 90130:Medical systems-related
Except Principal Investigator
Basic Section 61040:Soft computing-related / Basic Section 58060:Clinical nursing-related
Keywords
Principal Investigator
泌尿器 / ESWL / 泌尿器疾患 / 尿路結石 / 機械学習 / 深層学習 / 人工知能
Except Principal Investigator
3次元データ / 病変検出 / 人工知能 … More / 単純X線 / 3次元画像データ / 転移学習 / 便秘診断支援 / 骨盤骨折検出 / 深層学習モデル / 疑似2次元画像生成 / AI / 安全管理 / インシデント / 人工呼吸器 Less
  • Research Projects

    (3 results)
  • Research Products

    (10 results)
  • Co-Researchers

    (10 People)
  •  Development of an AI-based ventilator safety management support system

    • Principal Investigator
      築田 誠
    • Project Period (FY)
      2023 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 58060:Clinical nursing-related
    • Research Institution
      University of Hyogo
  •  3次元データを用いた疑似画像生成による2次元単純X線AI病変検出モデル確立

    • Principal Investigator
      小橋 昌司
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      University of Hyogo
  •  Development of a Decision Support Method for the Treatment of UrolithiasisPrincipal Investigator

    • Principal Investigator
      Fujita Daisuke
    • Project Period (FY)
      2022 – 2023
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 90130:Medical systems-related
    • Research Institution
      University of Hyogo

All 2023 2022

All Journal Article Presentation

  • [Journal Article] Comparison of U-Net Backbones on Segmenting Gas and Stool Regions from Abdominal X-Ray Images2023

    • Author(s)
      Naoya Takashima , Daisuke Fujita , Tsuyoshi Sanuki, Yoshikazu Kinoshita, and Syoji Kobashi
    • Journal Title

      Proceedings of The 24th International Symposium on Advanced Intelligent Systems

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K11253
  • [Presentation] Comparison of U-Net Backbones on Segmenting Gas and Stool Regions from Abdominal X-Ray Images2023

    • Author(s)
      Naoya Takashima , Daisuke Fujita , Tsuyoshi Sanuki, Yoshikazu Kinoshita, and Syoji Kobashi
    • Organizer
      The 24th International Symposium on Advanced Intelligent Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K11253
  • [Presentation] ESWLアウトカム予測におけるCT画像の非石領域の有効性の評価2023

    • Author(s)
      藤田大輔,小林 壯哉,澁谷浩伸, 郷原真輔, 小橋昌司
    • Organizer
      バイオメディカル・ファジィ・システム学会第36回年次大会(BMFSA2023)
    • Data Source
      KAKENHI-PROJECT-22K18215
  • [Presentation] U-Net を用いたX 線画像による慢性便秘症の診断支援2023

    • Author(s)
      高島直也, 藤田大輔, 佐貫 毅, 木下芳一, 小橋昌司
    • Organizer
      第42回日本医用画像工学会大会
    • Data Source
      KAKENHI-PROJECT-23K11253
  • [Presentation] CT・X線画像と臨床所見を組み合わせたESWLアウトカム予測2023

    • Author(s)
      小林 壯哉, 藤田大輔, 澁谷浩伸, 郷原真輔, 小橋昌司
    • Organizer
      第62回日本生体医工学会大会
    • Data Source
      KAKENHI-PROJECT-22K18215
  • [Presentation] Prediction of ESWL Outcome by Combining CT/X-Ray Images and Clinical Findings2023

    • Author(s)
      Soya Kobayashi, Daisuke Fujita, Hironobu Shibutani, Shinsuke Gohara, Syoji Kobashi
    • Organizer
      17th International Conference on Innovative Computing, Information and Control (ICICIC2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K18215
  • [Presentation] Interpretability of ESWL Outcome Prediction Model and Feature Selection Using SHAP values2023

    • Author(s)
      Soya Kobayashi, Daisuke Fujita, Hironobu Shibutani, Shinsuke Gohara, Syoji Kobashi
    • Organizer
      The 24th International Symposium on Advanced Intelligent Systems(ISIS2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K18215
  • [Presentation] CT・X線画像と臨床所見を組み合わせたESWLアウトカム予測2023

    • Author(s)
      小林 壯哉, 藤田大輔, 澁谷浩伸, 郷原真輔, 小橋昌司
    • Organizer
      第39回ファジィシステムシンポジウム(FSS2023)
    • Data Source
      KAKENHI-PROJECT-22K18215
  • [Presentation] U-Net を用いた腹部 X 線画像からのガス・便領域抽出における 事前学習とバックボーンの検討2023

    • Author(s)
      高島直也, 藤田大輔, 佐貫 毅, 木下芳一, 小橋昌司
    • Organizer
      第39回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-23K11253
  • [Presentation] Evaluation Ureteral Stone Fragility using CNN2022

    • Author(s)
      Daisuke Fujita, Gohara Shinsuke, Hironobu Shibutani, Syoji Kobashi
    • Organizer
      The 54th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K18215
  • 1.  小橋 昌司 (00332966)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 4 results
  • 2.  築田 誠 (40617594)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  伊東 由康 (10867667)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  本田 順子 (50585057)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  野島 敬祐 (70616127)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  木下 芳一 (30243306)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 7.  村津 裕嗣 (30273783)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  圓尾 明弘 (00899718)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  佐貫 毅 (90514943)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 10.  八木 直美 (40731708)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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