Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients

Abstract

We develop and validate prognostic models targeting MV, RRT, and readmission for hospitalized COVID-19 patients which produce accurate, interpretable predictions. Additional external validation studies are needed to further verify the generalizability of our results.