Extracting Predictive Indicator for Prognosis of Cerebral Infarction Using Machine Learning Techniques. - Yasunobu Nohara; Koutarou Matsumoto; Naoki Nakashima (MedInfo, 2017)

Explanation of Machine Learning Models Using Improved Shapley Additive Explanation. - Yasunobu Nohara; Koutarou Matsumoto; Hidehisa Soejima; Naoki Nakashima (BCB, 2019)

Explanation of machine learning models using shapley additive explanation and application for real data in hospital. - Yasunobu Nohara; Koutarou Matsumoto; Hidehisa Soejima; Naoki Nakashima (Comput. Methods Programs Biomed., 2022)

Development of Machine Learning Prediction Models for Self-Extubation After Delirium Using Emergency Department Data. - Koutarou Matsumoto; Yasunobu Nohara; Mikako Sakaguchi; Yohei Takayama; Takanori Yamashita; Hidehisa Soejima; Naoki Nakashima (MedInfo, 2023)

g.ridge: An R Package for Generalized Ridge Regression for Sparse and High-Dimensional Linear Models. - Takeshi Emura; Koutarou Matsumoto; Ryuji Uozumi; Hirofumi Michimae (Symmetry, 2024)

Performance of multimodal prediction models for intracerebral hemorrhage outcomes using real-world data. - Koutarou Matsumoto; Masahiro Suzuki; Kazuaki Ishihara; Koki Tokunaga; Katsuhiko Matsuda; Jenhui Chen; Shigeo Yamashiro; Hidehisa Soejima; Naoki Nakashima; Masahiro Kamouchi (Int. J. Medical Informatics, 2025)