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Author

Guanxun Cheng

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#graph neural networks Review Open access Sep 2026

Evolution of deep learning for structural magnetic resonance imaging analysis in Alzheimer’s disease: from slice-level classification to brain structure modeling

Structural magnetic resonance imaging (sMRI) depicts Alzheimer’s disease (AD)-related atrophy noninvasively and has become a common input for deep-learning studies of diagnosis and progression. For this structured narrative Mini Review, we searched PubMed/MEDLINE, the Web of Science Core Collection, and IEEE Xplore thr...

Yun-Chen Chen, Ting-Shan Liu, Guan-Xun Cheng · 0 citations
Aug 2026

Cross-Sectional and Longitudinal Diagnostic Performance of Plasma p-tau217 and p-tau217/Aβ42 in Alzheimer's Disease.

OBJECTIVE Recent studies suggest that combining plasma phosphorylated tau (p-tau) with β-amyloid (Aβ) may improve diagnosis accuracy for Alzheimer's disease (AD). However, the cross-sectional and longitudinal concordance of these markers with Aβ positron emission tomography (PET) positivity remains incompletely underst...

Mingxing Jiang, Guo-Yu Lan, Jiayi Zhu et al. · 0 citations

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