Subgrouping Causal Networks of Disease Onset in Large-scale Health and Medical Data using Supercomputer Fugaku. - Tosaki, Taisei; Uchino, Eiichiro; Harada, Yohei; Sakuragi, Minoru; Koyanagi, Yusuke; Okajima, Seiji; Suzuki, Hirofumi; Kanamori, Kentaro; Asaoka, Masahiro; Kurihara, Kouji; Takagi, Takuya; Maruhashi, Koji; et al. (2024)

Out-of-distribution Reject Option Method for Dataset Shift Problem in Early Disease Onset Prediction. - Tosaki, Taisei; Uchino, Eiichiro; Kojima, Ryosuke; Mineharu, Yohei; Arita, Mikio; Miyai, Nobuyuki; Tamada, Yoshinori; Mikami, Tatsuya; Murashita, Koichi; Nakaji, Shigeyuki; Okuno, Yasushi (CoRR, 2024)

Individual health-disease phase diagrams for disease prevention based on machine learning. - Nakamura, Kazuki; Uchino, Eiichiro; Sato, Noriaki; Araki, Ayano; Terayama, Kei; Kojima, Ryosuke; Murashita, Koichi; Itoh, Ken; Mikami, Tatsuya; Tamada, Yoshinori; Okuno, Yasushi (J. Biomed. Informatics, 2023)

Individual health-disease phase diagrams for disease prevention based on machine learning. - Nakamura, Kazuki; Uchino, Eiichiro; Sato, Noriaki; Araki, Ayano; Terayama, Kei; Kojima, Ryosuke; Murashita, Koichi; Itoh, Ken; Mikami, Tatsuya; Tamada, Yoshinori; Okuno, Yasushi (CoRR, 2022)

Health improvement framework for planning actionable treatment process using surrogate Bayesian model. - Nakamura, Kazuki; Kojima, Ryosuke; Uchino, Eiichiro; Murashita, Koichi; Itoh, Ken; Nakaji, Shigeyuki; Okuno, Yasushi (CoRR, 2020)