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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…
cs.CV2024
Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision
Yasmine Mustafa, Tie Luo
The evolution of deep learning and artificial intelligence has significantly reshaped technological landscapes. However, their effective application in crucial sectors such as medi…