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

Koriťáková,  Eva; Schwarz,  Daniel; Kašpárek,  Tomáš

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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