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Open access Aug 2026

The shifting landscape of brain-wide myelination across the human lifespan

Despite the central role of myelination in brain function and plasticity, its characterization remains fragmented, with existing studies typically constrained either spatially, by focusing on selected brain structures, or temporally, by covering only limited age ranges. Here, we provide a comprehensive brain-wide map...

Sahar Ahmad, Khoi Minh Huynh, Guo-Ye Lin et al. · 1 citation
#machine learning Preprint Oct 2026

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

Experiments show that MHG-FM outperforms several state-of-the-art baselines in reconstruction quality, topology preservation, distributional similarity, and SC-FC coupling, while achieving approximately 8x faster sampling than a matched diffusion backbone.

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

Multiscale brain development across the human lifespan

Current evidence is synthesized to provide a multiscale MRI-derived account of structural and functional brain development across the human lifespan, highlight key conceptual and methodological gaps, and outline priorities for future research.

Sahar Ahmad, P. Yap · 0 citations

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