Keshi Ikuo 芥子育雄

… Alternative Names

芥子育雄ケシイクオ

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Researcher Number	40815867
Other IDs	https://orcid.org/0009-0003-9339-0668
Affiliation (Current)	2026: 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 / プロンプトエンジニアリング / 専門医フィードバック / ICD-10コード / 医学的メカニズム説明 / 検索拡張生成（RAG） … More / 生成AI（GPT-4o） / 診断支援システム / 主訴からの病名推定 / 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 / 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

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 2024 2023 2022

All Journal Article Presentation Patent

[Journal Article] Integrated Evaluation of Semantic Representation Learning, BERT, and Generative AI for Disease Name Estimation Based on Chief Complaints2024
- Author(s)
  Keshi Ikuo、Daimon Ryota、Takaoka Yutaka、Hayashi Atsushi
- Journal Title
  
  Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KDIR
  
  Volume: 1 Pages: 294-301
- DOI
  10.5220/0012927100003838
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24K14964
[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: 7 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: 1 results
5. 尾嶋紀洋 (80965484)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 戸邉一之 (30251242)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 小池勤 (40456372)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Keshi Ikuo 芥子 育雄

芥子 育雄 ケシ イクオ

Research Projects

Research Products

Co-Researchers

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

Project Period (FY)

Research Category

Review Section

Research Institution

A Study on Enhancing Semantic Representation Learning and Its Application to Disease Name EstimationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Integrated Evaluation of Semantic Representation Learning, BERT, and Generative AI for Disease Name Estimation Based on Chief Complaints2024

Author(s)

Journal Title

DOI

Data Source

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

Author(s)

Journal Title

DOI

Data Source

[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)

Journal Title

Data Source

[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)

Industrial Property Rights Holder

Industrial Property Rights Type

Industrial Property Number

Filing Date

Data Source

[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)

Organizer

Data Source

[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)

Organizer

Data Source

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

Author(s)

Organizer

Data Source

[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)

Organizer

Data Source

Keshi Ikuo 芥子育雄

芥子育雄ケシイクオ