M-qXR correctly identified the presence or absence of pulmonary consolidation in 88% of CXR interpretations (p = 0.48). M-qXR's sensitivity, specificity, PPV, and NPV for detecting pulmonary consolidation were 91%, 84%, 89%, and 86% respectively. M-qXR was found to have comparable accuracy to radiological ground truth in detecting radiographic abnormalities on CXR suggestive of COVID-19.
Published 01 Feb 2022
Using artificial intelligence to risk stratify COVID-19 patients based on chest X-ray findings.
Author: Diego A. Hipolito Canario,
Eric Fromke,
Matthew A. Patetta,
Mohamed T. Eltilib,
Juan P. Reyes-Gonzalez,
Georgina Cornelio Rodriguez,
Valeria A. Fusco Cornejo,
Seymour Duncker,
Jessica K. Stewart
