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

<div>General processing pipeline: FreeSurfer independently segments and extracts features from given MRIs. Centered kernel alignment is proposed to learn a projection matrix initializing the NN training in a 5-fold cross-validation scheme. Tuned model is used for classification task.</div>

Computational and Mathematical Methods in Medicine

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Figure 1: Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis 