Koutarou Matsumoto

According to our database, Koutarou Matsumoto authored at least 5 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, February, 2024

2023

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

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

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

2019

Explanation of Machine Learning Models Using Improved Shapley Additive Explanation.

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2017

Extracting Predictive Indicator for Prognosis of Cerebral Infarction Using Machine Learning Techniques.

Yasunobu Nohara, Koutarou Matsumoto, Naoki Nakashima

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017