Automatic Classification of 3-D MRI Data Sets With the Use of 2DPCA in the Schizophrenia Research

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Authors

JANOUŠOVÁ Eva SCHWARZ Daniel KAŠPÁREK Tomáš

Year of publication 2009
Type Conference abstract
MU Faculty or unit

Faculty of Medicine

Citation
Description 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.
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