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Christos Davatzikos

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#artificial intelligence Preprint Oct 2026

Brain2Vec: A Self-Supervised 3D Foundation Model for Structural Brain MRI

Deep learning models have become essential tools in medical imaging, yet training them end-to-end for diverse tasks remains challenging due to limited labeled data and computational constraints. To address this, we introduce Brain2Vec, a foundation model pre-trained on 74,425 T1-weighted Magnetic Resonance Imaging (MRI...

Spiros Maggioros, G. Erus, Gareth A. Harman et al. · 0 citations

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