Study: Chest Radiograph Interpretation with Deep Learning Models

Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation – Radiology (free)

Editorial: Moving Artificial Intelligence from Feasible to Real: Time to Drill for Gas and Build Roads (free)

Commentary: AI improves chest X-ray interpretation – Radiology Society of North America (free)

Related Studies: Can Artificial Intelligence Reliably Report Chest X-Rays? (free) AND Deep Learning for Chest Radiograph Diagnosis (free) AND Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks (free)

Related Commentary on Twitter

Chest X-rays and deep learning #AI: 4 models, ~860,000 CXRs from 2 large datasets, parity for several diagnoses w/ 4 radiologists but gaps in accuracy (for both MDs and machines) for some features https://t.co/2OpG7KQ2VF @RSNA @radiology_rsna #RSNA19 @amajkowska et al @GoogleAI pic.twitter.com/jwCi8M1Xhj

— Eric Topol (@EricTopol) December 3, 2019