SKAD, a Sobel-gradient angle difference feature computed after MRI registration, matches Jacobian-map accuracy for dementia classification while cutting the post-registration preprocessing time by roughly 84%.
Preclinical stage alzheimer’s disease detec- tion using magnetic resonance image scans
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Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
SKAD, a Sobel-gradient angle difference feature computed after MRI registration, matches Jacobian-map accuracy for dementia classification while cutting the post-registration preprocessing time by roughly 84%.