Ryan Sandarage

Development and internal validation of an EHR machine learning model for clinical deterioration in ICU linked inpatients

Abstract Early warning scores for inpatient deterioration rely predominantly on contemporaneous vital signs and may not incorporate broader electronic health record (EHR) information. We developed and internally validated a multi-domain EHR machine-learning model using MIMIC-IV v...