Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection

Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch +3

Convolutional neural networks have enabled significant improvements in medical image-based diagnosis. It is, however, increasingly clear that these models are susceptible to perfor…