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Xuegang Song

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Aug 2026

From voxel discovery to regional interaction: A multi-level interpretable framework for Alzheimer's disease diagnosis

Alzheimer's disease (AD) is an irreversible neurodegenerative disorder where early diagnosis serves as the only viable window for effective intervention. While Structural MRI (sMRI) is a primary clinical tool for this purpose, manual diagnosis is heavily constrained by clinician expertise and the difficulty of visually...

Kai-Xiang Shu, Jiaqiang Li, Rongling Zhang et al. · 0 citations
Open access Aug 2026

Brain network biomarkers for diagnosis and clinical stratification in multiple sclerosis: a longitudinal study integrating individualised structural covariance MRI with high-density EEG

Summary Background Multiple sclerosis (MS) is increasingly recognised as a disorder of large-scale brain network reorganisation rather than a disease explained solely by focal demyelinating lesions. However, the relevance of structural network abnormalities to clinical heterogeneity and progression remains unclear. Met...

Rui Gao, Xuegang Song, Hanyue Zheng et al. · 0 citations

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