Revisiting Performance Claims for Chest X-Ray Models Using Clinical Context

Andrew Wang, Jiashuo Zhang, Michael Oberst

Public datasets of Chest X-Rays (CXRs) have long been a popular benchmark for developing machine learning (ML) computer vision models in healthcare. However, the reported strong av…