A comparison of machine learning models versus clinical evaluation for mortality prediction in patients with sepsis

Machine learning models outperformed internal medicine physicians and clinical risk scores in predicting 31-day mortality. These models are a promising tool to aid in risk stratification of patients presenting to the ED with sepsis.