Matsuo Hidetoshi 松尾秀俊

Researcher Number	20878251
Other IDs	https://orcid.org/0000-0002-9684-4632
Affiliation (Current)	2025: 神戸大学, 医学部附属病院, 助教
Affiliation (based on the past Project Information) *help	2023 – 2024: 神戸大学, 医学部附属病院, 助教
Review Section/Research Field	Principal Investigator Basic Section 90130:Medical systems-related Except Principal Investigator Medium-sized Section 52:General internal medicine and related fields / Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator 医療AI / Multi modal / LMM / 大規模自然言語モデル / LLM / Deeplearning / 深層学習 Except Principal Investigator 深層学習 / 医療情報 / 大規模言語モデル … More / summarization / レポート / 放射線診断学 / 自然言語処理 / 減弱補正 / PET/MRI Less

Development of a Novel Attenuation Correction Method for Integrated PET/MRI Systems
- Principal Investigator
  
  野上宗伸
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kobe University
Multitask Image-Natural Language Correspondence Model Development using Large-Scale Medical Image DatasetPrincipal Investigator
- Principal Investigator
  
  松尾秀俊
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Kobe University
Application of large language models to medical natural language processing
- Principal Investigator
  
  西尾瑞穂
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Fund for the Promotion of Joint International Research (International Collaborative Research)
- Review Section
  
  Medium-sized Section 52:General internal medicine and related fields
- Research Institution
  Kobe University

All 2024 2023

All Journal Article Presentation

[Journal Article] Development of Pericardial Fat Count Images Using a Combination of Three Different Deep-Learning Models: Image Translation Model From Chest Radiograph Image to Projection Image of Three-Dimensional Computed Tomography2024
- Author(s)
  Matsunaga Takaaki、Kono Atsushi、Matsuo Hidetoshi、Kitagawa Kaoru、Nishio Mizuho、Hashimura Hiromi、Izawa Yu、Toba Takayoshi、Ishikawa Kazuki、Katsuki Akie、Ohmura Kazuyuki、Murakami Takamichi
- Journal Title
  
  Academic Radiology
  
  Volume: 31 Issue: 3 Pages: 822-829
- DOI
  10.1016/j.acra.2023.09.014
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K17229, KAKENHI-PROJECT-23KK0148, KAKENHI-PROJECT-22K07665
[Journal Article] Fully automatic summarization of radiology reports using natural language processing with large language models2024
- Author(s)
  Nishio Mizuho、Matsunaga Takaaki、Matsuo Hidetoshi、Nogami Munenobu、Kurata Yasuhisa、Fujimoto Koji、Sugiyama Osamu、Akashi Toshiaki、Aoki Shigeki、Murakami Takamichi
- Journal Title
  
  Informatics in Medicine Unlocked
  
  Volume: 46 Pages: 101465-101465
- DOI
  10.1016/j.imu.2024.101465
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K17229, KAKENHI-PROJECT-23KK0148, KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23K07154
[Journal Article] Zero-shot classification of TNM staging for Japanese radiology report using ChatGPT at RR-TNM subtask of NTCIR-17 MedNLP-SC2023
- Author(s)
  Mizuho Nishio, Hidetoshi Matsuo, Takaaki Matsunaga, Koji Fujimoto, Morteza Rohanian, Farhad Nooralahzadeh, Fabio Rinaldi, Michael Krauthammer
- Journal Title
  
  Proceedings of NTCIR-17
  
  Volume: 0 Pages: 155-162
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K17229
[Journal Article] Zero-shot classification of TNM staging for Japanese radiology report using ChatGPT at RR-TNM subtask of NTCIR-17 MedNLP-SC2023
- Author(s)
  Mizuho Nishio, Hidetoshi Matsuo, Takaaki Matsunaga, Koji Fujimoto, Morteza Rohanian, Farhad Nooralahzadeh, Fabio Rinaldi, Michael Krauthammer
- Journal Title
  
  Proceedings of NTCIR-17
  
  Volume: 0 Pages: 155-162
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23KK0148
[Journal Article] Prognosis prediction of patients with malignant pleural mesothelioma using conditional variational autoencoder on 3D PET images and clinical data2023
- Author(s)
  Matsuo Hidetoshi、Kitajima Kazuhiro、Kono Atsushi K.、Kuribayashi Kozo、Kijima Takashi、Hashimoto Masaki、Hasegawa Seiki、Yamakado Koichiro、Murakami Takamichi
- Journal Title
  
  Medical Physics
  
  Volume: 50 Issue: 12 Pages: 7548-7557
- DOI
  10.1002/mp.16694
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K17229
[Journal Article] Comparison between pystan and numpyro in Bayesian item response theory: evaluation of agreement of estimated latent parameters and sampling performance2023
- Author(s)
  Nishio Mizuho、Ota Eiji、Matsuo Hidetoshi、Matsunaga Takaaki、Miyazaki Aki、Murakami Takamichi
- Journal Title
  
  PeerJ Computer Science
  
  Volume: 9 Pages: e1620-e1620
- DOI
  10.7717/peerj-cs.1620
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23KK0148, KAKENHI-PROJECT-22K07665
[Journal Article] Computer-aided diagnosis of chest X-ray for COVID-19 diagnosis in external validation study by radiologists with and without deep learning system2023
- Author(s)
  Miyazaki Aki、Ikejima Kengo、Nishio Mizuho、Yabuta Minoru、Matsuo Hidetoshi、Onoue Koji、Matsunaga Takaaki、Nishioka Eiko、Kono Atsushi、Yamada Daisuke、Oba Ken、Ishikura Reiichi、Murakami Takamichi
- Journal Title
  
  Scientific Reports
  
  Volume: 13 Issue: 1
- DOI
  10.1038/s41598-023-44818-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K17229, KAKENHI-PROJECT-23KK0148, KAKENHI-PROJECT-22K07665
[Presentation] A Multilingual Approach to Structured Data Extraction from Radiological Reports using Large Language Models: Focus on TNM Staging Accuracy2023
- Author(s)
  Hidetoshi Matsuo
- Organizer
  ECR2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K17229

1. 野上宗伸 (30464267)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 辻川哲也 (30380033)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 岡沢秀彦 (50360813)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 西尾瑞穂 (50581998)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
5. 藤本晃司 (10580110)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

Matsuo Hidetoshi 松尾 秀俊

Research Projects

Research Products

Co-Researchers

Development of a Novel Attenuation Correction Method for Integrated PET/MRI Systems

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Multitask Image-Natural Language Correspondence Model Development using Large-Scale Medical Image DatasetPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Application of large language models to medical natural language processing

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Development of Pericardial Fat Count Images Using a Combination of Three Different Deep-Learning Models: Image Translation Model From Chest Radiograph Image to Projection Image of Three-Dimensional Computed Tomography2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Fully automatic summarization of radiology reports using natural language processing with large language models2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Zero-shot classification of TNM staging for Japanese radiology report using ChatGPT at RR-TNM subtask of NTCIR-17 MedNLP-SC2023

Author(s)

Journal Title

Data Source

[Journal Article] Zero-shot classification of TNM staging for Japanese radiology report using ChatGPT at RR-TNM subtask of NTCIR-17 MedNLP-SC2023

Author(s)

Journal Title

Data Source

[Journal Article] Prognosis prediction of patients with malignant pleural mesothelioma using conditional variational autoencoder on 3D PET images and clinical data2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Comparison between pystan and numpyro in Bayesian item response theory: evaluation of agreement of estimated latent parameters and sampling performance2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Computer-aided diagnosis of chest X-ray for COVID-19 diagnosis in external validation study by radiologists with and without deep learning system2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] A Multilingual Approach to Structured Data Extraction from Radiological Reports using Large Language Models: Focus on TNM Staging Accuracy2023

Author(s)

Organizer

Data Source

Matsuo Hidetoshi 松尾秀俊