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Keshi Ikuo  芥子 育雄

ORCIDConnect your ORCID iD *help
Researcher Number 40815867
Other IDs
Affiliation (Current) 2025: 福井工業大学, 工学部, 教授
Affiliation (based on the past Project Information) *help 2020 – 2024: 福井工業大学, 工学部, 教授
Review Section/Research Field
Principal Investigator
Basic Section 60080:Database-related
Keywords
Principal Investigator
生成AI / 病名推定 / 電子カルテ / 医療AI / 診断補助ツール / ディープラーニング / 医工連携 / 単語意味ベクトル辞書 / 退院サマリ / ニューラルネットワーク … More / ICD10 / 機械学習 / 病名シソーラス / GPT-4 / BERT / 大規模言語モデル / 意味表現学習 Less
  • Research Projects

    (2 results)
  • Research Products

    (7 results)
  • Co-Researchers

    (4 People)
  •  生成AIを用いた主訴からの病名推定モデル開発と診断補助ツールへの実用化Principal Investigator

    • Principal Investigator
      芥子 育雄
    • Project Period (FY)
      2024 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60080:Database-related
    • Research Institution
      Fukui University of Technology
  •  A Study on Enhancing Semantic Representation Learning and Its Application to Disease Name EstimationPrincipal Investigator

    • Principal Investigator
      Keshi Ikuo
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60080:Database-related
    • Research Institution
      Fukui University of Technology

All 2023 2022

All Journal Article Presentation Patent

  • [Journal Article] Interpretable Disease Name Estimation based on Learned Models using Semantic Representation Learning of Medical Terms.2022

    • Author(s)
      Ikuo Keshi, Ryota Daimon, Atsushi Hayashi
    • Journal Title

      Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management

      Volume: 1 Pages: 265-272

    • DOI

      10.5220/0011548900003335

    • Data Source
      KAKENHI-PROJECT-20K11833
  • [Journal Article] 自然言語処理を利用した本邦版Computer Assisted Coding構築手法の研究2022

    • Author(s)
      辻岡和孝,芥子育雄,中川肇,林篤志
    • Journal Title

      日本診療情報管理学会誌「診療情報管理」

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K11833
  • [Patent] 医療用単語意味表現学習方法を用いた病名学習済みモデルとこれを用いた解釈性のある病名推定システム及びその推定方法2022

    • Inventor(s)
      芥子育雄
    • Industrial Property Rights Holder
      金井学園
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2022-057301
    • Filing Date
      2022
    • Data Source
      KAKENHI-PROJECT-20K11833
  • [Presentation] 意味表現学習による解釈可能な病名推定と大規模言語モデルによる高精度な病名推定2023

    • Author(s)
      大門諒大, 芥子育雄, 林篤志
    • Organizer
      2023年度電気・情報関係学会北陸支部連合大会
    • Data Source
      KAKENHI-PROJECT-20K11833
  • [Presentation] 医療辞書を用いた意味表現学習による解釈性のある病名推定2022

    • Author(s)
      大門 諒大, 芥子 育雄, 林 篤志
    • Organizer
      2022年度電気・情報関係学会北陸支部連合大会
    • Data Source
      KAKENHI-PROJECT-20K11833
  • [Presentation] Interpretable Disease Name Estimation based on Learned Models using Semantic Representation Learning of Medical Terms.2022

    • Author(s)
      Ikuo Keshi, Ryota Daimon, Atsushi Hayashi
    • Organizer
      KDIR 2022 : 14th International Conference on Knowledge Discovery and Information Retrieval
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K11833
  • [Presentation] 意味表現学習とサポートベクタマシンを用いたCACシステムの評価2022

    • Author(s)
      辻岡和孝,芥子育雄,中川肇,林篤志
    • Organizer
      第17回医療情報学会中部支部会学術大会
    • Data Source
      KAKENHI-PROJECT-20K11833
  • 1.  林 篤志 (20283773)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 6 results
  • 2.  中川 肇 (30135256)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 3.  辻岡 和孝 (50724960)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 4.  高岡 裕 (20332281)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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