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.

Autor: Zucker J; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Gomez-Simmonds A; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Purpura LJ; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Shoucri S; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., LaSota E; Tulane University School of Medicine, Tulane Medical Center, New Orleans, LA 70112, USA., Morley NE; Columbia University Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA., Sovic BW; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Castellon MA; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Theodore DA; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Bartram LL; Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA., Miko BA; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Scherer ML; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Meyers KA; Aaron Diamond AIDS Research Center, Vagelos College of Physicians and Surgeons, New York, NY 10032, USA., Turner WC; General Internal Medicine, Columbia University Irving Medical Center, New York, NY 10032, USA., Kelly M; General Internal Medicine, Columbia University Irving Medical Center, New York, NY 10032, USA., Pavlicova M; Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY 10032, USA., Basaraba CN; Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY 10032, USA., Baldwin MR; Division of Pulmonology, Columbia University Irving Medical Center, New York, NY 10032, USA., Brodie D; Division of Pulmonology, Columbia University Irving Medical Center, New York, NY 10032, USA., Burkart KM; Division of Pulmonology, Columbia University Irving Medical Center, New York, NY 10032, USA., Bathon J; Division of Rheumatology, Columbia University Irving Medical Center, New York, NY 10032, USA., Uhlemann AC; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Yin MT; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Castor D; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA., Sobieszczyk ME; Division of Infectious Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA.

Publikováno v: Journal of clinical medicine [J Clin Med] 2021 Aug 11; Vol. 10 (16). Date of Electronic Publication: 2021 Aug 11.