Leveraging Machine Learning to Decrease In-Hospital Mortality Rates

*these authors contributed equally to this work Leveraging Machine Learning to Decrease In-Hospital Mortality Rates Nathan Brajer*, Brian Cozzi*, Michael Gao, Marshall Nichols, Mike Revoir, Suresh Balu, Krista Whalen, Joseph Futoma , Cara O’Brien, Chetan B. Patel, Pooh Setji, Adrian Hernandez*, Mark Sendak* 1 Duke Institute for Health Innovation; 2 Duke University School of Medicine; 3 Duke Department of Statistical Science; 4 Harvard School of Engineering and Applied Sciences; 5 Duke University Health System