WATAYA TOMOHIRO 綿谷朋大

… Alternative Names

綿谷朋大ワタヤトモヒロ

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Researcher Number	90983023
Other IDs	https://orcid.org/0000-0002-1224-6601
Affiliation (Current)	2026: 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	2024: 大阪大学, 大学院医学系研究科, 招へい教員
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator 人工知能 / 放射線所見文 / 医療安全 / 能動学習 / 自然言語処理

Research Projects
(1 results)
Research Products
(3 results)

能動学習を用いた、放射線科所見文重要度推定用自然言語処理システムの開発Principal Investigator
- Principal Investigator
  
  綿谷朋大
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University

All Journal Article Presentation

[Journal Article] Comparison of active learning algorithms in classifying head computed tomography reports using bidirectional encoder representations from transformers2025
- Author(s)
  Wataya Tomohiro、Miura Azusa、Sakisuka Takahisa、Fujiwara Masahiro、Tanaka Hisashi、Hiraoka Yu、Sato Junya、Tomiyama Miyuki、Nishigaki Daiki、Kita Kosuke、Suzuki Yuki、Kido Shoji、Tomiyama Noriyuki
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: - Issue: 4 Pages: 687-701
- DOI
  10.1007/s11548-024-03316-7
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24K18797
[Presentation] BERTを用いた頭部CT所見文重要度分類における，能動学習アルゴリズムの比較2025
- Author(s)
  綿谷朋大
- Organizer
  第84回日本医学放射線学会総会
- Data Source
  KAKENHI-PROJECT-24K18797
[Presentation] 病態，病歴に基づいた放射線科レポート重要度分類基準の提案2024
- Author(s)
  綿谷朋大
- Organizer
  第3回日本医用画像電子情報・人工知能研究会(第60回日本医学放射線学会秋季臨床大会併催)
- Data Source
  KAKENHI-PROJECT-24K18797