Author

D. Di Giovanni

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Open access Sep 2026

VRPTR prediction of individual language activation and uncertainty from resting state fMRI

Resting-state connectivity can predict task-evoked fMRI activation, but correspondence with an individual task map may partly reflect a shared population pattern. We evaluated the Variational Resting-state-to-Task Prediction TransformeR (VRPTR), a three-dimensional encoder-decoder combining a compressed Transformer bot...

D. Di Giovanni, D. L. Collins · bioRxiv · 0 citations

Open access Aug 2026

Resting-State Network Dynamics and Language Lateralization in Patients with Brain Arteriovenous Malformations

Dynamic resting-state features tracked individual variation in language lateralization despite limited group-level differences in dynamic state usage, providing proof-of-concept evidence of brain-behavior coupling rather than an AVM-specific dynamic biomarker or a validated clinical prediction tool.

D. DiGiovanni, J.-K. Chen, D. Tampieri et al. · medRxiv · 0 citations