Identification of Variable Importance for Predictions of Mortality From COVID-19 Using AI Models for Ontario, Canada

• Main Authors: Brett Snider (Author), Edward A. McBean (Author), John Yawney (Author), S. Andrew Gadsden (Author), Bhumi Patel (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The Severe Acute Respiratory Syndrome Coronavirus 2 pandemic has challenged medical systems to the brink of collapse around the globe. In this paper, logistic regression and three other artificial intelligence models (XGBoost, Artificial Neural Network and Random Forest) are described and used to pr...