Matsuo Hidetoshi 松尾秀俊

… Alternative Names

松尾秀俊マツオヒデトシ

Less

Researcher Number	20878251
Other IDs	https://orcid.org/0000-0002-9684-4632
Affiliation (Current)	2026: 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 Basic Section 52040:Radiological sciences-related / Medium-sized Section 52:General internal medicine and related fields
Keywords	Principal Investigator Multi modal / LMM / 大規模自然言語モデル / Deeplearning / 医療AI / 胸部Xp / finetuning / LLM / Multimodal LLM / 深層学習 … More Except Principal Investigator … More 深層学習 / 減弱補正 / PET/MRI / 医療情報 / 大規模言語モデル / summarization / Large language model / Vison language model / レポート / 放射線診断学 / 自然言語処理 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 2025 2024 2023

All Journal Article Presentation

[Journal Article] RadVLM: A Multitask Conversational Vision-Language Model for Radiology2025
- Author(s)
  Nicolas Deperrois, Hidetoshi Matsuo, Samuel Ruip´erez-Campillo, Moritz Vandenhirtz,Sonia Laguna, Alain Ryser, Koji Fujimoto, Mizuho Nishio, Thomas M. Sutter, Julia E.Vogt, Jonas Kluckert, Thomas Frauenfelder, Christian Bl¨uthgen, Farhad Nooralahzadeh, Michael Krauthammer
- Journal Title
  
  Arxiv
  
  Volume: -
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23KK0148
[Journal Article] Exploring Multilingual Large Language Models for Enhanced TNM Classification of Radiology Report in Lung Cancer Staging2024
- Author(s)
  Matsuo Hidetoshi、Nishio Mizuho、Matsunaga Takaaki、Fujimoto Koji、Murakami Takamichi
- Journal Title
  
  Cancers
  
  Volume: 16 Issue: 21 Pages: 3621-3621
- DOI
  10.3390/cancers16213621
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23K07154, KAKENHI-PROJECT-23K17229, KAKENHI-PROJECT-23KK0148
[Journal Article] Automatic Structuring of Radiology Reports of Chest X-Ray Images Using Large Language Model2024
- Author(s)
  Nishio Mizuho、Matsuo Hidetoshi、Matsunaga Takaaki
- Journal Title
  
  Proceeding of COMPSAC2024
  
  Volume: - Pages: 1952-1954
- DOI
  10.1109/compsac61105.2024.00310
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23KK0148
[Journal Article] [Applications] 11. Automatic Generation of Radiology Reports for Chest X-ray Images2024
- Author(s)
  Nishio Mizuho、Matsuo Hidetoshi、Matsunaga Takaaki
- Journal Title
  
  Japanese Journal of Radiological Technology
  
  Volume: 80 Issue: 6 Pages: 673-678
- DOI
  10.6009/jjrt.2024-2363
- ISSN
  0369-4305, 1881-4883
- Year and Date
  2024-06-20
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23KK0148
[Journal Article] Development and web deployment of prediction model for pulmonary arterial pressure in chronic thromboembolic pulmonary hypertension using machine learning2024
- Author(s)
  Matsunaga Takaaki、Kono Atsushi、Nishio Mizuho、Yoshii Takahiro、Matsuo Hidetoshi、Takahashi Mai、Takahashi Takuya、Taniguchi Yu、Tanaka Hidekazu、Hirata Kenichi、Murakami Takamichi
- Journal Title
  
  PLOS ONE
  
  Volume: 19 Issue: 4 Pages: 300716-300716
- DOI
  10.1371/journal.pone.0300716
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23K07133, KAKENHI-PROJECT-23KK0148
[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-23KK0148, KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23K07154, KAKENHI-PROJECT-23K07133, 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-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] Automatic extraction of TNM staging from lung cancer radiology reports using GPT3.5: Effect of English and German on accuracy2024
- Author(s)
  Takaaki. Matsunaga, Hidetoshi. Matsuo, Mizuno Nishio, Takamichi Murakami
- Organizer
  ECR2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K17229
[Presentation] External validation of deep learning-based attenuation correction for chest FDG PET/MRI using Zero-TE MRI and unpaired PET/CT data2024
- Author(s)
  Nogami M, Matsuo H, Tachibana M, Inukai-Inoue J, Zeng F, Kurimoto T, Kubo K, Okazawa H and Murakami T
- Organizer
  European Association of Nuclear Medicine 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K10859
[Presentation] Test-retest repeatability of deep learning-based attenuation correction for chest FDG PET/MRI using Zero-TE MRI and unpaired PET/CT data2024
- Author(s)
  Nogami M, Matsuo H, Nishio M, Zeng F, Tachibana M, Inukai-Inoue J, Kurimoto T, Kubo K, Okazawa H and Murakami T
- Organizer
  Society of Nuclear Medicine Annual Meeting 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K10859
[Presentation] Examining the Efficacy of Fine-Tuning Multilingual Large Language Models for Report Structuring in English and Japanese Radiology Reports2024
- Author(s)
  Hidetoshi Matsuo, Mizuno Nishio, Takaaki Matsunaga, Takamichi Murakami
- Organizer
  CARS2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K17229
[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. 西尾瑞穂 (50581998)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
2. 藤本晃司 (10580110)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
3. 野上宗伸 (30464267)

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results

Matsuo Hidetoshi 松尾 秀俊

松尾 秀俊 マツオ ヒデトシ

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] RadVLM: A Multitask Conversational Vision-Language Model for Radiology2025

Author(s)

Journal Title

Data Source

[Journal Article] Exploring Multilingual Large Language Models for Enhanced TNM Classification of Radiology Report in Lung Cancer Staging2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automatic Structuring of Radiology Reports of Chest X-Ray Images Using Large Language Model2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] [Applications] 11. Automatic Generation of Radiology Reports for Chest X-ray Images2024

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Development and web deployment of prediction model for pulmonary arterial pressure in chronic thromboembolic pulmonary hypertension using machine learning2024

Author(s)

Journal Title

DOI

Data Source

[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)

Matsuo Hidetoshi 松尾秀俊

松尾秀俊マツオヒデトシ