Predictive Models of Mortality for Hospitalized Patients With COVID-19: Retrospective Cohort Study.

Machine learning models can be successfully employed to accurately predict outcomes of patients with COVID-19. Our models achieved high accuracies and could predict outcomes more than one week in advance; this promising result suggests that these models can be highly useful for resource allocation in hospitals.