Preprint
Oct 2026
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;...
Nuria Balbás-Esteban, Albert Belenguer-Llorens, Elaheh Moradi et al.
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