Hidehisa Soejima

11 papers Journal 4Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EHR-PHR Linkage Platform for Managing Personalized Healthcare Processes Within Clinical Pathways. MedInfo Takanori Yamashita, Naoichi Sato, Hideki Nakaguma, Shinji Hato, Tomohiro Nishina, Koichi Nakao, Hidehisa Soejima, Mihoko Okada, Naoki Nakashima
2025	—	`conf`	Evaluation of Federated Learning Using Standardized EHR Data in Japan. MedInfo Koutarou Matsumoto, Saori Tou, Yuta Nakamura, Asato Hashinokuchi, Fumihiko Kinoshita, Hideki Nakaguma, Yukio Kozuma, Rui Sugeta, Yi-Ju Tseng, Yasunobu Nohara, Takanori Yamashita, Yoshifumi Wakata, Tomoyoshi Takenaka, Kazunori Iwatani, Hidehisa Soejima, Naoki Nakashima, Masahiro Kamouchi
2025	J	`jnl`	Performance of multimodal prediction models for intracerebral hemorrhage outcomes using real-world data. Int. J. Medical Informatics Koutarou Matsumoto, Masahiro Suzuki, Kazuaki Ishihara, Koki Tokunaga, Katsuhiko Matsuda, Jenhui Chen, Shigeo Yamashiro, Hidehisa Soejima, Naoki Nakashima, Masahiro Kamouchi
2023	—	`conf`	Development of Machine Learning Prediction Models for Self-Extubation After Delirium Using Emergency Department Data. MedInfo Koutarou Matsumoto, Yasunobu Nohara, Mikako Sakaguchi, Yohei Takayama, Takanori Yamashita, Hidehisa Soejima, Naoki Nakashima
2022	J	`jnl`	Explanation of machine learning models using shapley additive explanation and application for real data in hospital. Comput. Methods Programs Biomed. Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
2022	J	`jnl`	Machine learning for classification of postoperative patient status using standardized medical data. Comput. Methods Programs Biomed. Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima
2021	J	`jnl`	Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital. CoRR Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
2019	—	`conf`	Explanation of Machine Learning Models Using Improved Shapley Additive Explanation. BCB Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
2017	—	`conf`	Graph Clustering System for Text-Based Records in a Clinical Pathway. MedInfo Takanori Yamashita, Naoya Onimura, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
2016	—	`conf`	Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records. ClinicalNLP@COLING 2016 Takanori Yamashita, Yoshifumi Wakata, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
2007	—	`conf`	A Japanese Model of Disease Management. MedInfo Naoki Nakashima, Kunihisa Kobayashi, Toyoshi Inoguchi, Daisuke Nishida, Naomi Tanaka, Hiromi Nakazono, Akihiko Hoshino, Hidehisa Soejima, Ryoichi Takayanagi, Hajime Nawata