Accuracy of Administrative Database Algorithms for Hospitalized Pneumonia in Adults: a Systematic Review.

Vicente F Corrales-MedinaCarl van Walraven

Published in: Journal of general internal medicine (2021)

ADAs for identification of adult pneumonia hospitalizations are highly heterogeneous, poorly validated, and at risk for misclassification bias. Greater standardization in reporting ADA accuracy is required in studies using pneumonia ADA for case identification so that results can be properly interpreted.

Keyphrases

machine learning
adverse drug
respiratory failure
bioinformatics analysis
deep learning
extracorporeal membrane oxygenation
acute respiratory distress syndrome
mechanical ventilation