Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model

Abstract

In this era of expanding availability of ML models, external validation and retraining are key steps to consider before applying ML models to new settings. Clinicians and decision-makers should take this into account when considering applying new ML models to their local settings.