“Using an innovative approach like machine learning expands beyond crises like the COVID-19 pandemic and shows we can provide personalized public health decisions even when resources are limited in any scenario,” said senior researcher Adit Ginde, MD, professor of emergency medicine at the University of Colorado School of Medicine.