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

Zucker, J., Gomez-Simmonds, A., Purpura, L. J., Shoucri, S., LaSota, E., Morley, N. E., Sovic, B. W., Castellon, M. A., Theodore, D. A., Bartram, L. L., Miko, B. A., Scherer, M. L., Meyers, K. A., Turner, W. C., Kelly, M., Pavlicova, M., Basaraba, C. N., Baldwin, M. R., Brodie, D., … Sobieszczyk, M. E. (2021). 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. Journal of Clinical Medicine, 10(16), 3523. https://doi.org/10.3390/jcm10163523
Authors:
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
Affiliated Authors:
Jason Zucker
Angela Gomez-Simmonds
Lawrence J Purpura
Sherif Shoucri
Nicholas E Morley
Brit W Sovic
Marvin A Castellon
Deborah A Theodore
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
Author Keywords:
covid
outcomes
machine learning
Publication Type:
Article
Unique ID:
10.3390/jcm10163523
PMID:
Publication Date:
Data Source:
PubMed

Record Created: