Publications

Hiroshi Maruyama

Assessment of multidimensional health care parameters among adults in japan for developing a virtual human generative model: Protocol for a cross-sectional study

JMIR Research Protocols

Bioinformatics / Healthcare

By : Masanobu Hibi, Shun Katada, Aya Kawakami , Kotatsu Bito, Mayumi Ohtsuka , Kei Sugitani , Adeline Muliandi , Nami Yamanaka , Takahiro Hasumura , Yasutoshi Ando , Takashi Fushimi , Teruhisa Fujimatsu , Tomoki Akatsu , Sawako Kawano , Ren Kimura , Shigeki Tsuchiya , Yuuki Yamamoto , Mai Haneoka , Ken Kushida , Tomoki Hideshima , Eri Shimizu , Jumpei Suzuki , Aya Kirino , Hisashi Tsujimura , Shun Nakamura , Takashi Sakamoto , Yuki Tazoe , Masayuki Yabuki , Shinobu Nagase , Tamaki Hirano, Reiko Fukuda , Yukari Yamashiro , Yoshinao Nagashima, Nobutoshi Ojima , Motoki Sudo , Naoki Oya , Yoshihiko Minegishi , Koichi Misawa , Nontawat Charoenphakdee, Zhengyan Gao , Kohei Hayashi, Kenta Oono, Yohei Sugawara, Shoichiro Yamaguchi, Takahiro Ono , Hiroshi Maruyama

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