Další formáty:
BibTeX
LaTeX
RIS
@inproceedings{868989, author = {Janoušová, Eva and Schwarz, Daniel and Kašpárek, Tomáš}, address = {Praha}, booktitle = {Technical Compuning Prague 2009, 17th Annual Conference Proceedings}, keywords = {principal component analysis;centroid method;average linkage;MRI;schizophrenia;computational neuroanatomy}, language = {eng}, location = {Praha}, isbn = {978-80-7080-733-0}, pages = {1-3}, publisher = {Humusoft s.r.o.}, title = {Classification of 3-D MRI Images Based on Spatial Deformations in The Schizophrenia Research}, url = {http://dsp.vscht.cz/konference_matlab/MATLAB09/}, year = {2009} }
TY - JOUR ID - 868989 AU - Janoušová, Eva - Schwarz, Daniel - Kašpárek, Tomáš PY - 2009 TI - Classification of 3-D MRI Images Based on Spatial Deformations in The Schizophrenia Research PB - Humusoft s.r.o. CY - Praha SN - 9788070807330 KW - principal component analysis;centroid method;average linkage;MRI;schizophrenia;computational neuroanatomy UR - http://dsp.vscht.cz/konference_matlab/MATLAB09/ N2 - Automatic classification of schizophrenia patients and healthy controls based on their 3-D MRI deformation images is introduced here. The image data are reduced by 2DPCA to avoid high computational expenses. Consecutively, reduced data are classified into the two groups according to the centroid method or the average linkage method. The results show that the algorithm gives better results while using the average linkage method than the centroid method. The main advantage of the algorithm lies in its low memory and time requirements. ER -
JANOUŠOVÁ, Eva, Daniel SCHWARZ a Tomáš KAŠPÁREK. Classification of 3-D MRI Images Based on Spatial Deformations in The Schizophrenia Research. In \textit{Technical Compuning Prague 2009, 17th Annual Conference Proceedings}. Praha: Humusoft s.r.o., 2009, s.~1-3. ISBN~978-80-7080-733-0.
|