Computational and Mathematical Methods in Medicine / 2016 / Article / Fig 1

Research Article

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

Figure 1

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.