Support vector machine classification of dimensionally reduced structural MRI images for dementia

no code implementations • 25 Jun 2014 • V. A. Miller, S. Erlien, J. Piersol

We classify very-mild to moderate dementia in patients (CDR ranging from 0 to 2) using a support vector machine classifier acting on dimensionally reduced feature set derived from MRI brain scans of the 416 subjects available in the OASIS-Brains dataset.

General Classification Image Segmentation +1