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Author

Elaheh Moradi

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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. · 0 citations
Open access Jul 2026

Predicting future brain atrophy based on longitudinal MRI

MRI-derived longitudinal features enhance atrophy prediction, and predicted atrophy rates provide sensitive markers of future cognitive decline support the potential utility of predicted atrophy for cohort enrichment and therapeutic trial design.

M. Hadji, Elaheh Moradi, J. Tohka · 0 citations

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