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

1 code implementation • 4 Apr 2022 • Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz

Instead, while logistic regression is fully robust to dataset composition, we find that CNN performance is generally improved for both male and female subjects when including more female subjects in the training dataset.

Alzheimer's Disease Detection Binary Classification +4