Comparing XAI Explanations and Synthetic Data Augmentation Strategies in Neuroimaging AI

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Danilo Danese, Giuseppe Fasano, Angela Lombardi, Eugenio Di Sciascio, Tommaso Di Noia

Published: 2025, Last Modified: 11 Nov 2025xAI (4) 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Brain age, a biomarker of neurological health, is widely used in neuroimaging for early detection of neurodegenerative diseases. While deep learning models have shown promise in brain age prediction from MRI, data imbalance and model interpretability remain key challenges.