Supervised Machine Learning Approach to Identify Early Predictors of Poor Outcome in Patients with COVID-19 Presenting to a Large Quaternary Care Hospital in New York City by Jason Zucker, Angela Gomez-Simmonds, Lawrence J. Purpura, Sherif Shoucri, Elijah LaSota, Nicholas E. Morley, Brit W. Sovic, Marvin A. Castellon, Deborah A. Theodore, Logan L. Bartram, Benjamin A. Miko, Matthew L. Scherer, Kathrine A. Meyers, William C. Turner, Maureen Kelly, Martina Pavlicova, Cale N. Basaraba, Matthew R. Baldwin, Daniel Brodie, Kristin M. Burkart, Joan Bathon, Anne-Catrin Uhlemann, Michael T. Yin, Delivette Castor, Magdalena E. Sobieszczyk

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