Temporal Generalizability of Machine Learning Models for Predicting Postoperative Delirium Using Electronic Health Record Data: Model Development and Validation Study.

Autor: Matsumoto K; Biostatistics Center, Kurume University, Kurume, Japan., Nohara Y; Big Data Science and Technology, Faculty of Advanced Science and Technology, Kumamoto University, Kumamoto, Japan., Sakaguchi M; Department of Nursing, Saiseikai Kumamoto Hospital, Kumamoto, Japan., Takayama Y; Department of Nursing, Saiseikai Kumamoto Hospital, Kumamoto, Japan., Fukushige S; Department of Inspection, Saiseikai Kumamoto Hospital, Kumamoto, Japan., Soejima H; Institute for Medical Information Research and Analysis, Saiseikai Kumamoto Hospital, Kumamoto, Japan., Nakashima N; Medical Information Center, Kyushu University Hospital, Fukuoka, Japan., Kamouchi M; Department of Health Care Administration and Management, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.; Center for Cohort Studies, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.

Publikováno v: JMIR perioperative medicine [JMIR Perioper Med] 2023 Oct 26; Vol. 6, pp. e50895. Date of Electronic Publication: 2023 Oct 26.