Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methods. - Mizuho Nishio; Shunjiro Noguchi; Hidetoshi Matsuo; Takamichi Murakami (CoRR, 2020)

Unsupervised-learning-based method for chest MRI-CT transformation using structure constrained unsupervised generative attention networks. - Hidetoshi Matsuo; Mizuho Nishio; Munenobu Nogami; Feibi Zeng; Takako Kurimoto; Sandeep Kaushik; Florian Wiesinger; Atsushi K. Kono; Takamichi Murakami (CoRR, 2021)

Lung Cancer Segmentation With Transfer Learning: Usefulness of a Pretrained Model Constructed From an Artificial Dataset Generated Using a Generative Adversarial Network. - Mizuho Nishio; Koji Fujimoto; Hidetoshi Matsuo; Chisako Muramatsu; Ryo Sakamoto; Hiroshi Fujita 001 (Frontiers Artif. Intell., 2021)

Zero-shot classification of TNM staging for Japanese radiology report using ChatGPT at RR-TNM subtask of NTCIR-17 MedNLP-SC. - Mizuho Nishio; Hidetoshi Matsuo; Takaaki Matsunaga; Koji Fujimoto; Morteza Rohanian; Farhad Nooralahzadeh; Fabio Rinaldi 001; Michael Krauthammer (NTCIR, 2023)

Development of pericardial fat count images using a combination of three different deep-learning models. - Takaaki Matsunaga; Atsushi K. Kono; Hidetoshi Matsuo; Kaoru Kitagawa; Mizuho Nishio; Hiromi Hashimura; Yu Izawa; Takayoshi Toba; Kazuki Ishikawa 006; Akie Katsuki; Kazuyuki Ohmura; Takamichi Murakami (CoRR, 2023)

Comparison between pystan and numpyro in Bayesian item response theory: evaluation of agreement of estimated latent parameters and sampling performance. - Mizuho Nishio; Eiji Ota; Hidetoshi Matsuo; Takaaki Matsunaga; Aki Miyazaki; Takamichi Murakami (PeerJ Comput. Sci., 2023)

Automatic Structuring of Radiology Reports of Chest X-Ray Images Using Large Language Model. - Mizuho Nishio; Hidetoshi Matsuo; Takaaki Matsunaga (COMPSAC, 2024)

Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging. - Hidetoshi Matsuo; Mizuho Nishio; Takaaki Matsunaga; Koji Fujimoto; Takamichi Murakami (CoRR, 2024)

RadVLM: A Multitask Conversational Vision-Language Model for Radiology. - Nicolas Deperrois; Hidetoshi Matsuo; Samuel Ruipérez-Campillo; Moritz Vandenhirtz; Sonia Laguna; Alain Ryser; Koji Fujimoto; Mizuho Nishio; Thomas M. Sutter; Julia E. Vogt; Jonas Kluckert; Thomas Frauenfelder; et al. (CoRR, 2025)