Nuria Balbás-Esteban

Systematic Morphometric Brain Autoencoding for Representation Learning in Neurodegenerative Diseases

Early identification of neurodegenerative disorders using structural T1-weighted MRI is essential for timely clinical intervention, yet supervised deep learning models often struggle to generalize due to limited annotations and scanner-induced distribution shift. Self-supervised learning offers a promising alternative;...