Late combination shows that MEG adds to MRI in classifying MCI versus controls.

Early detection of Alzheimer's disease (AD) is essential for developing effective treatments. Neuroimaging techniques like Magnetic Resonance Imaging (MRI) have the potential to detect brain changes before symptoms emerge. Structural MRI can detect atrophy related to AD, but it is possible that functional changes are observed even earlier.

Improving the diagnostic accuracy of dysplastic and melanoma lesions using the decision template combination method.

Background/purpose: Melanoma is the most dangerous type of skin cancer, and early detection of suspicious lesions can decrease the mortality rate of this cancer. In this article, we present a multi-classifier system for improving the diagnostic accuracy of melanoma and dysplastic lesions based on the decision template combination rule.

Methods: First, the lesion is differentiated from the surrounding healthy skin in an image.