Transforming Alzheimer’s diagnosis: ADNet deep learning with explainable AI framework

The proposed ADNet model is a promising diagnostic tool for Alzheimer's disease, offering both high accuracy and interpretability, and its novelty lies in the integration of a finely tuned CNN architecture with visual interpretability through Grad-CAM, enabling not only precise stage-wise classification but also transparent insights into model decision-making.