Predicting pressure injury risk in hospitalised patients using machine learning with electronic health records: a US multilevel cohort study

Objective To predict the risk of hospital-acquired pressure injury using machine learning compared with standard care.Design We obtained electronic health records (EHRs) to structure a multilevel cohort of hospitalised patients at risk for pressure injury and then calibrate a machine learning model...

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Bibliographic Details
Main Authors: Peter J Pronovost, Suchi Saria, David G Armstrong, William V Padula
Format: Article
Language:English
Published: BMJ Publishing Group 2024-04-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/14/4/e082540.full