Zhonghua yu fang yi xue za zhi [Chinese journal of preventive medicine]HumansRetrospective StudiesPneumoniaMachine LearningChild
[Machine learning-based predictive model for severe pneumonia in children].
Q Du, M Z Huang, Y Li, K Chen, L T Hu, C Xiong, X X Lu
Published: 202510.3760/cma.j.cn112150-20250126-00076
Abstract
Objective: To develop and validate a clinical warning model for severe pediatric community-acquired pneumonia (CAP) using electronic health records. Methods: A retrospective cohort study was conducted, analyzing clinical data of 15 750 children hospi…
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