The Impact of Preprocessing Methods on Racial Encoding and Model Robustness in CXR Diagnosis

Dishantkumar Sutariya, Eike Petersen

Deep learning models can identify racial identity with high accuracy from chest X-ray (CXR) recordings. Thus, there is widespread concern about the potential for racial shortcut le…