crossrefInformation2026-02-06
Enhancing Early Detection of Alzheimer’s Disease via Vision Transformer Machine Learning Architecture Using MRI Images
Wided Hechkel, Marco Leo, Pierluigi Carcagnì, Marco Del-Coco, Abdelhamid Helali
Computer-aided diagnosis (CAD) systems based on deep learning have shown significant potential for Alzheimer’s disease (AD) stage classification from Magnetic Resonance Imaging (MRI). Nevertheless, challenges such as class imbalance, small sample sizes, and the presence of multip…