Attention-Guided Multi-Slice Representation and Variance-Weighted Dictionary Learning for Mri-Based Alzheimer's Disease Classification
Alzheimer's disease (AD) classification using magnetic resonance imaging (MRI) is essential for early clinical intervention. However, deep learning approaches often face challenges such as limited medical data, high intraclass variability, and uneven diagnostic contributions from individual MRI slices. To address these...