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Open access Aug 2026

White-matter functional connectivity uniquely predicts brain age, cognition, and psychopathology beyond gray-matter connectivity.

White-matter pathways form the structural backbone for communication across the human connectome, yet whether functional connectivity (FC) involving white matter carries information beyond gray-matter networks remains unclear. Here, we tested whether white-matter FC (W-M FC) uniquely predicted brain age, cognition, and...

Jing Cong, Shaoling Zhao, Hao-Shu Xu et al. · 0 citations
Preprint Aug 2026

A continually expandable foundation model for brain MRI

Brain magnetic resonance imaging (MRI) is central to neuroscience and clinical assessment, but models are commonly developed for individual diseases, populations or imaging protocols. Foundation models promise more general representations, yet they are usually pretrained once and can lose earlier capabilities when upda...

Michail Mamalakis, C. Jiménez-Mesa, Yonghao Li et al. · 0 citations

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