Sugimoto Kento 杉本賢人

Researcher Number	50984655
Other IDs
Affiliation (Current)	2026: 大阪大学, 大学院医学系研究科, 特任助教(常勤)
Affiliation (based on the past Project Information) *help	2023 – 2025: 大阪大学, 大学院医学系研究科, 特任助教(常勤)
Review Section/Research Field	Principal Investigator Basic Section 47060:Clinical pharmacy-related / 1001:Information science, computer engineering, and related fields
Keywords	Principal Investigator リアルワールドデータ / 画像診断レポート / 自然言語処理 / バリデーションスタディ / 医療言語資源 / 言語資源の構築 / 情報抽出

自然言語処理による電子カルテからの情報抽出とリアルワールドデータ研究への応用Principal Investigator
- Principal Investigator
  
  杉本賢人
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 47060:Clinical pharmacy-related
- Research Institution
  The University of Osaka
Building a Medical Language Resource Toward Secondary Use of Radiology ReportsPrincipal Investigator
- Principal Investigator
  
  Sugimoto Kento
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1001:Information science, computer engineering, and related fields
- Research Institution
  Osaka University

All 2025 2024 2023

All Journal Article Presentation

[Journal Article] Automated Detection of Cancer-Suspicious Findings in Japanese Radiology Reports with Natural Language Processing: A Multicenter Study2025
- Author(s)
  Sugimoto Kento、Wada Shoya、Konishi Shozo、Sato Junya、Okada Katsuki、Kido Shoji、Tomiyama Noriyuki、Matsumura Yasushi、Takeda Toshihiro
- Journal Title
  
  Journal of Imaging Informatics in Medicine
  
  Volume: - Issue: 5 Pages: 3375-3385
- DOI
  10.1007/s10278-024-01338-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K12885, KAKENHI-PROJECT-23K19977
[Journal Article] Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing2024
- Author(s)
  Sugimoto Kento、Wada Shoya、Konishi Shozo、Okada Katsuki、Nakashima Keisuke、Matsumura Yasushi、Takeda Toshihiro
- Journal Title
  
  Stud Health Technol Inform
  
  Volume: 316 Pages: 1795-1799
- DOI
  10.3233/shti240779
- ISBN
  9781643685335
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12885, KAKENHI-PROJECT-23K19977
[Journal Article] Classification of Diagnostic Certainty in Radiology Reports with Deep Learning2024
- Author(s)
  Sugimoto Kento、Wada Shoya、Konishi Shozo、Okada Katsuki、Manabe Shirou、Matsumura Yasushi、Takeda Toshihiro
- Journal Title
  
  Studies in Health Technology and Informatics
  
  Volume: 1 Pages: 569-573
- DOI
  10.3233/shti231029
- ISBN
  9781643684567, 9781643684574
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K19977, KAKENHI-PROJECT-22K12885
[Journal Article] Annotation-free multi-organ anomaly detection in abdominal CT using free-text radiology reports: a multi-centre retrospective study2024
- Author(s)
  Sato Junya、Sugimoto Kento、Suzuki Yuki、Wataya Tomohiro、Kita Kosuke、Nishigaki Daiki、Tomiyama Miyuki、Hiraoka Yu、Hori Masatoshi、Takeda Toshihiro、Kido Shoji、Tomiyama Noriyuki
- Journal Title
  
  eBioMedicine
  
  Volume: 110 Pages: 105463-105463
- DOI
  10.1016/j.ebiom.2024.105463
- Data Source
  KAKENHI-PROJECT-23K19977
[Journal Article] Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation2023
- Author(s)
  Sugimoto Kento、Wada Shoya、Konishi Shozo、Okada Katsuki、Manabe Shirou、Matsumura Yasushi、Takeda Toshihiro
- Journal Title
  
  JMIR Medical Informatics
  
  Volume: 11 Pages: e49041-e49041
- DOI
  10.2196/49041
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K19977, KAKENHI-PROJECT-22K12885
[Presentation] Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing2024
- Author(s)
  Kento Sugimoto
- Organizer
  34th Medical Informatics Europe Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K19977
[Presentation] 自然言語処理を用いた画像診断レポートから癌を疑う所見の自動検出2024
- Author(s)
  Kento Sugimoto
- Organizer
  第44回日本医療情報学連合大会
- Data Source
  KAKENHI-PROJECT-23K19977
[Presentation] 画像診断レポートの二次利用に向けた解剖学的区域に関する言語資源の構築2023
- Author(s)
  杉本賢人
- Organizer
  第43回日本医療情報学連合大会
- Data Source
  KAKENHI-PROJECT-23K19977
[Presentation] 自然言語処理を用いた読影レポートからの重要所見の自動抽出に関する取り組み2023
- Author(s)
  杉本賢人
- Organizer
  第43回日本医療情報学連合大会
- Data Source
  KAKENHI-PROJECT-23K19977

1. TAKEDA Toshihiro

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

Sugimoto Kento 杉本 賢人

Research Projects

Research Products

Co-Researchers

自然言語処理による電子カルテからの情報抽出とリアルワールドデータ研究への応用Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Building a Medical Language Resource Toward Secondary Use of Radiology ReportsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Automated Detection of Cancer-Suspicious Findings in Japanese Radiology Reports with Natural Language Processing: A Multicenter Study2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing2024

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Classification of Diagnostic Certainty in Radiology Reports with Deep Learning2024

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Annotation-free multi-organ anomaly detection in abdominal CT using free-text radiology reports: a multi-centre retrospective study2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] Assessment of Follow-Up for Pulmonary Nodules from Radiology Reports with Natural Language Processing2024

Author(s)

Organizer

Data Source

[Presentation] 自然言語処理を用いた画像診断レポートから癌を疑う所見の自動検出2024

Author(s)

Organizer

Data Source

[Presentation] 画像診断レポートの二次利用に向けた 解剖学的区域に関する言語資源の構築2023

Author(s)

Organizer

Data Source

[Presentation] 自然言語処理を用いた読影レポートから の重要所見の自動抽出に関する取り組み2023

Author(s)

Organizer

Data Source

Sugimoto Kento 杉本賢人

[Presentation] 画像診断レポートの二次利用に向けた解剖学的区域に関する言語資源の構築2023

[Presentation] 自然言語処理を用いた読影レポートからの重要所見の自動抽出に関する取り組み2023