Publications

Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics

arXiv preprint

Bioinformatics / Healthcare

By : Kenta Oono, Nontawat Charoenphakdee, Kotatsu Bito, Zhengyan Gao, Hideyoshi Igata, Masashi Yoshikawa, Yoshiaki Ota, Hiroki Okui, Kei Akita, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda, Kunihiko Miyoshi, Yuki Saito, Koki Tsuda, Hiroshi Maruyama, Kohei Hayashi

Creating a general-purpose generative model for healthcare data based on multiple clinical studies

PLOS Digital Health

Bioinformatics / Healthcare

By : Hiroshi Maruyama, Kotatsu Bito, Yuki Saito, Masanobu Hibi, Shun Katada, Aya Kawakami, Kenta Oono, Nontawat Charoenphakdee, Zhengyan Gao, Hideyoshi Igata, Masashi Yoshikawa, Yoshiaki Ota, Hiroki Okui, Kei Akita, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda

Development of an AI-based Magnetic Resonance Imaging Reading Support Program (AMP) for Deep Endometriosis Diagnosis

Scientific Reports

Bioinformatics / Healthcare

Computer Vision

By : Rie Shiokawa, Junichiro Iwasawa, Yumiko Oishi Tanaka, Yuta Tokuoka, Yohei Sugawara, Yuichiro Hirano, Ryo Takaji, Yayoi Hayakawa, Keita Oda, Yasunori Kudo, Miho Li, Kazue Mizuno, Kazuhisa Ozeki, Ayako Nishimoto-Kakiuch, Kimio Terao

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

The Second Workshop on GenAI for Health @ NeurIPS2025

Bioinformatics / Healthcare

By : Wataru Kawakami, Keita Suzuki, Junichiro Iwasawa,

Machine Learning-based Exceptional Response Prediction of Nivolumab Monotherapy with Circulating MicroRNAs in Non-Small Cell Lung Cancer

Lung Cancer

Bioinformatics / Healthcare

By : Yifan Zhang, Yasushi Goto, Shigehiro Yagishita, Yuki Shinno, Kazue Mizuno, Naoaki Watanabe, Yusuke Yamamoto, Nobuyuki Ota, Takahiro Ochiya, Yu Fujita,

Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs

NeurIPS2024 AIM-FM workshop

Bioinformatics / Healthcare

By : Yuto Shibata, Yasunori Kudo, Yohei Sugawara

GenerRNA: A generative pre-trained language model for de novo RNA design

PLoS ONE 19

Bioinformatics / Healthcare

By : Yichong Zhao, Kenta Oono, Hiroki Takizawa, KoteraMasaaki

The Development of a Skin Cancer Classification System for Pigmented Skin Lesions Using Deep Learning

Biomolecules 2020 (selected for 2022 Best Paper Award)

Bioinformatics / Healthcare

By : Shunichi Jinnai, Naoya Yamazaki, Yuichiro Hirano, Yohei Sugawara, Yuichiro Ohe, Ryuji Hamamoto

Development of a Stereo-Vision Based High-Throughput Robotic System for Mouse Tail Vein Injection

ICRA 2022

Bioinformatics / Healthcare

Robotics

By : Tianyi Ko, Koichi Nishiwaki, Koji Terada, Yusuke Tanaka, Shun Mitsumata, Ryuichi Katagiri, Taketo Junko, Naoshi Horiba, Hideyoshi Igata, Kazue Mizuno

Multiple cancer type classification by small RNA expression profiles with plasma samples from multiple facilities

Cancer Science

Bioinformatics / Healthcare

By : Kuno Suzuki, Hideyoshi Igata, Motoki Abe, Yusuke Yamamoto