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cs.LG2025
Predicting Cognition from fMRI:A Comparative Study of Graph, Transformer, and Kernel Models Across Task and Rest Conditions
Jagruti Patel, Mikkel Schöttner, Thomas A. W. Bolton +1
Predicting cognition from neuroimaging data in healthy individuals offers insights into the neural mechanisms underlying cognitive abilities, with potential applications in precisi…
cs.LG2025
Structural Connectome Harmonization Using Deep Learning: The Strength of Graph Neural Networks
Jagruti Patel, Thomas A. W. Bolton, Mikkel Schöttner +5
Small sample sizes in neuroimaging in general, and in structural connectome (SC) studies in particular limit the development of reliable biomarkers for neurological and psychiatric…