Noninvasive Real-Time Mortality Prediction in Intensive Care Units Based on Gradient Boosting Method: Model Development and Validation Study

BackgroundMonitoring critically ill patients in intensive care units (ICUs) in real time is vitally important. Although scoring systems are most often used in risk prediction of mortality, they are usually not highly precise, and the clinical data are often simply weighted. T...

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Bibliographic Details
Main Authors: Jiang, Huizhen, Su, Longxiang, Wang, Hao, Li, Dongkai, Zhao, Congpu, Hong, Na, Long, Yun, Zhu, Weiguo
Format: Article
Language:English
Published: JMIR Publications 2021-03-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2021/3/e23888