openalexFrontiers in Medicine2026-07-24
Construction and validation of a machine learning-based model for predicting pneumonia risk in patients with hemorrhagic stroke
Darong Lu, Wanting Shi, Wenhua Li, Luo Yefangxin, Y X Li, Qiong Qin, et al.
Objective This study aimed to develop and validate a distinct, stable, and interpretable predictive model using machine learning techniques to identify individuals at high risk of pneumonia early after admission. The goal was to provide a potential quantitative reference for impl…