Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis

This article was published by the Signal Processing and Recognition Group (Universidad Nacional de Colombia). The study addresses an automated dementia diagnosis by introducing a novel supervised pretraining approach that takes advantage of the artificial neural network for complex classification tasks. The performed linear embedding allows accounting for features that contribute the most to the mild cognitive impairments class discrimination.

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