Hidehisa Soejima

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 7

Top Topics

Machine Learning Models

Clinical Pathway

Graph Clustering

Top Venues

Comput. Methods Programs Biomed.

Publications

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)
Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima
Machine learning for classification of postoperative patient status using standardized medical data. 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. 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)
Takanori Yamashita, Naoya Onimura, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
Graph Clustering System for Text-Based Records in a Clinical Pathway. MedInfo (2017)
Takanori Yamashita, Yoshifumi Wakata, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records. ClinicalNLP@COLING 2016 (2016)
Naoki Nakashima, Kunihisa Kobayashi, Toyoshi Inoguchi, Daisuke Nishida, Naomi Tanaka, Hiromi Nakazono, Akihiko Hoshino, Hidehisa Soejima, Ryoichi Takayanagi, Hajime Nawata
A Japanese Model of Disease Management. MedInfo (2007)