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Author

Meng-Yan Xia

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Open access Oct 2026

MRI-Based Alzheimer’s Disease Classification Using ResNeXt50 with Label Smoothing

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by progressive cognitive decline. Identifying the condition at an early stage is essential for timely intervention and diagnosis. To improve MRI-based four-class AD classification, this study employs ResNeXt50 with Label Smoothing (LS) for four-clas...

Meng-Yan Xia · 0 citations
Review Open access Aug 2026

Methodological and Application Progress of EEG for Early Screening and Digital Intervention in Alzheimer's Disease

Alzheimer's disease (AD), which has a slow, insidious onset and minimal success in treatment, stresses the significance of early screening and intervention. The paper discusses the latest developments on how electroencephalography (EEG) can be used at an early stage to screen AD and digital intervention solutions. It p...

Meng-Yan Xia · 0 citations

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