Koutarou Matsumoto

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

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Publications

Takeshi Emura, Koutarou Matsumoto, Ryuji Uozumi, Hirofumi Michimae
g.ridge: An R Package for Generalized Ridge Regression for Sparse and High-Dimensional Linear Models. Symmetry 16 (2) (2024)
Koutarou Matsumoto, Yasunobu Nohara, Mikako Sakaguchi, Yohei Takayama, Takanori Yamashita, Hidehisa Soejima, Naoki Nakashima
Development of Machine Learning Prediction Models for Self-Extubation After Delirium Using Emergency Department Data. MedInfo (2023)
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Explanation of machine learning models using shapley additive explanation and application for real data in hospital. Comput. Methods Programs Biomed. 214 (2022)
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital. CoRR (2021)
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Explanation of Machine Learning Models Using Improved Shapley Additive Explanation. BCB (2019)
Yasunobu Nohara, Koutarou Matsumoto, Naoki Nakashima
Extracting Predictive Indicator for Prognosis of Cerebral Infarction Using Machine Learning Techniques. MedInfo (2017)