Rethinking Clinical Relevance in Chest X-ray Machine Learning: How Evaluation References Define Performance

Panagiotis Fytas, Ian Selby, Clemens Karner +14

Chest X-ray (CXR) machine learning relies heavily on automated evaluation using reference standards that aim to approximate clinical judgment. However, commonly used report-derived…