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#machine learning Preprint Oct 2026

Structural-Functional Brain Connectivity Generation via Multimodal Hypergraph-based Flow Matching

Structural connectivity (SC) and functional connectivity (FC) provide complementary information on interactions between brain regions and are widely used in neuroimaging studies of neuropsychiatric disorders. Generative modelling can alleviate the scarcity of large-scale paired SC-FC data, but existing approaches typic...

Chyong Yi Poh, H. Tew, J. Loo et al. · 0 citations
Review Open access Jul 2026

Multiscale brain development across the human lifespan

Deciphering how the human brain matures and reorganizes across the lifespan remains a central challenge in developmental neuroscience. Understanding the complex developmental processes is essential for elucidating the biological bases of cognition and behavior, as well as the mechanisms underlying aging and neurodegene...

Sahar Ahmad, P. Yap · 0 citations

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