Mitigating MRI Domain Shift in Sex Classification: A Deep Learning Approach with ComBat Harmonization

Peyman Sharifian, Mohammad Saber Azimi, AliReza Karimian +1

Deep learning models for medical image analysis often suffer from performance degradation when applied to data from different scanners or protocols, a phenomenon known as domain sh…