A simplified pneumonia severity index (PSI) for clinical outcome prediction in COVID-19.

Shu-Ching ChangGary L GrunkemeierJason D GoldmanMansen WangPaul A McKelveyJennifer J HadlockQi WeiGeorge A Diaz

Published in: PloS one (2024)

PSI-17 and PSI-20 are equally effective predictors of 30-day mortality in terms of several performance metrics. PSI-17 can be obtained without the manual chart review, which allows for automated risk calculations within an EMR. PSI-17 can be easily obtained and may be a comparable alternative to PSI-20.

Keyphrases

sars cov
machine learning
deep learning
cardiovascular events
density functional theory
molecular dynamics simulations
extracorporeal membrane oxygenation
respiratory syndrome coronavirus
community acquired pneumonia
monte carlo