Of 410 CXRs (410/2407, 18.9%) with unreported/missed findings, 312 (312/410, 76.1%) findings were clinically important: pulmonary nodules (n = 157), consolidation (60), linear opacities (37), mediastinal widening (21), hilar enlargement (17), pleural effusions (11), rib fractures (6) and pneumothoraces (3). AI detected 69 missed findings (69/131, 53%) with an AUC of up to 0.935. The AI model was generalizable across different sites, geographic locations, patient genders and age groups.
Published 30 Sep 2022
Frequency of Missed Findings on Chest Radiographs (CXRs) in an International, Multicenter Study: Application of AI to Reduce Missed Findings
Author: Parisa Kaviani,
Mannudeep K Kalra,
Subba R Digumarthy,
Reya V Gupta,
Giridhar Dasegowda,
Ammar Jagirdar,
Salil Gupta,
Preetham Putha,
Vidur Mahajan,
Bhargava Reddy,
Vasanth K Venugopal,
Manoj Tadepalli,
Bernardo C Bizzo,
Keith J Dreyer
