Application of boosted trees to the prognosis prediction of COVID-19.

Sajjad Molaei Hadi Moazen Hamid Reza Niazkar Masoud Sabaei Masoumeh Ghoddusi Johari Abbas Rezaianzadeh

Published in: Health science reports (2024)

The current study indicated that both EBM and XGBoost could predict the ICU admission and mortality of COVID-19 cases based on routine hematological and clinical chemistry evaluation at the time of admission. Also, based on the results, AST, lymphocyte count, and BUN levels could be used as early predictors of COVID-19 prognosis.

Keyphrases

coronavirus disease
sars cov
emergency department
peripheral blood
clinical practice
type diabetes
cardiovascular disease
risk factors
coronary artery disease
mechanical ventilation
drug discovery
extracorporeal membrane oxygenation