Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?

Nina Weng, Siavash Bigdeli, Eike Petersen +1

While many studies have assessed the fairness of AI algorithms in the medical field, the causes of differences in prediction performance are often unknown. This lack of knowledge a…