Hidehisa Soejima

According to our database, Hidehisa Soejima authored at least 7 papers between 2007 and 2023.

Collaborative distances:

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

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

Machine learning for classification of postoperative patient status using standardized medical data.

Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima

Comput. Methods Programs Biomed., 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

Graph Clustering System for Text-Based Records in a Clinical Pathway.

Takanori Yamashita, Naoya Onimura, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa

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

2016

Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records.

Takanori Yamashita, Yoshifumi Wakata, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa

Proceedings of the Clinical Natural Language Processing Workshop, 2016

2007

A Japanese Model of Disease Management.

Naoki Nakashima, Kunihisa Kobayashi, Toyoshi Inoguchi, Daisuke Nishida, Naomi Tanaka, Hiromi Nakazono, Akihiko Hoshino, Hidehisa Soejima, Ryoichi Takayanagi, Hajime Nawata

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007