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@inproceedings{818207,
author = {Havlíček, Martin and Jan, Jiří and Mikl, Michal and Brázdil, Milan},
address = {Brno},
booktitle = {19-TH BIENAL INTERNATIONAL EURASIP CONFERENCE BIOSIGNAL 2008 BOOK OF ABSTRACTS},
keywords = {fMRI; functional connectivity; effective connectivity; PCA; ICA; PPI},
language = {eng},
location = {Brno},
isbn = {978-80-214-3612-1},
pages = {1-10},
publisher = {VUTIUM PRESS},
title = {Comparison Of Analytic Methods For Evaluation Of Functional And Effective Brain Connectivity From fMRI Data},
year = {2008}
}
TY - JOUR
ID - 818207
AU - Havlíček, Martin - Jan, Jiří - Mikl, Michal - Brázdil, Milan
PY - 2008
TI - Comparison Of Analytic Methods For Evaluation Of Functional And Effective Brain Connectivity From fMRI Data
PB - VUTIUM PRESS
CY - Brno
SN - 9788021436121
KW - fMRI
KW - functional connectivity
KW - effective connectivity
KW - PCA
KW - ICA
KW - PPI
N2 - The aim of this work is to describe and mutually compare the commonly used mehods for evaluating functional brain connectivity, i.e. correlation analysis, principal component analysis and independent component analysis, and for effective connectivity, i.e. psychophysiological interaction and dynamic causal modelling. For this purpose, all approaches are performed on the same data set, and the mutual relationships among these methods are pointed to.
ER -
HAVLÍČEK, Martin, Jiří JAN, Michal MIKL a Milan BRÁZDIL. Comparison Of Analytic Methods For Evaluation Of Functional And Effective Brain Connectivity From fMRI Data. In \textit{19-TH BIENAL INTERNATIONAL EURASIP CONFERENCE BIOSIGNAL 2008 BOOK OF ABSTRACTS}. Brno: VUTIUM PRESS, 2008, s.~1-10. ISBN~978-80-214-3612-1.
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