Koutarou Matsumoto

Explanation of machine learning models using shapley additive explanation and application for real data in hospital

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima et al. · Computer Methods and Programs in Biomedicine · 2021 · 925 citations · Full text

Computing, Computer Science, Mathematics +14

Explanation of Machine Learning Models Using Improved Shapley Additive Explanation

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima et al. · 2019 · 142 citations

Computing, Data Science, Decision Sciences +17

Stroke Prognostic Scores and Data-Driven Prediction of Clinical Outcomes After Acute Ischemic Stroke

Koutarou Matsumoto, Yasunobu Nohara, Hidehisa Soejima et al. · Stroke · 2020 · 88 citations · Full text

Life Sciences, Health Informatics, Clinical Classification Systems +16

Development of artificial intelligence prognostic model for surgically resected non-small cell lung cancer

Fumihiko Kinoshita, Tomoyoshi Takenaka, Takanori Yamashita et al. · Scientific Reports · 2023 · 31 citations · Full text

Medicine, Computer Science, Surgery +17

Non-linear association between body weight and functional outcome after acute ischemic stroke

Kayo Wakisaka, Ryu Matsuo, Koutarou Matsumoto et al. · Scientific Reports · 2023 · 13 citations · Full text

Medicine, Nutrition, Functional Assessment +13