Automatic Classification of 3-D MRI Data Sets With the Use of2DPCA in the Schizophrenia Research

Automatic classification of schizophrenia patients based on their 3-D MRI data is introduced here. The algorithm is built up from 2DPCA for data reduction and the k-NN or centroid classifier. The main advantage of the algorithm lies in its low memory requirements.