2 papers
cs.CV2025
Unlocking Neural Transparency: Jacobian Maps for Explainable AI in Alzheimer's Detection
Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo
Alzheimer's disease (AD) leads to progressive cognitive decline, making early detection crucial for effective intervention. While deep learning models have shown high accuracy in A…
eess.IV2024
Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo
Alzheimer's disease (AD) is characterized by progressive neurodegeneration and results in detrimental structural changes in human brains. Detecting these changes is crucial for ear…