Detail publikačního výsledku

Comparison of analytic methods for evaluation of functional and effective brain connectivity from fMRI data

HAVLÍČEK, M.; JAN, J.; MIKL, M.; BRÁZDIL, M.

Originální název

Comparison of analytic methods for evaluation of functional and effective brain connectivity from fMRI data

Anglický název

Comparison of analytic methods for evaluation of functional and effective brain connectivity from fMRI data

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

The aim of this paper is to describe and mutually compare the commonly used methods for evaluating functional brain connectivity, i.e. correlation analysis, principal component analysis and independent component analysis, and for effective brain connectivity, i.e. psycho-physiological 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.

Anglický abstrakt

The aim of this paper is to describe and mutually compare the commonly used methods for evaluating functional brain connectivity, i.e. correlation analysis, principal component analysis and independent component analysis, and for effective brain connectivity, i.e. psycho-physiological 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.

Klíčová slova

functional, effective, connectivity, dynamic causal modelling, DCM, independent component analysis, ICA, principal componenet analysis, PCA, correlation analysis, fMRI

Klíčová slova v angličtině

functional, effective, connectivity, dynamic causal modelling, DCM, independent component analysis, ICA, principal componenet analysis, PCA, correlation analysis, fMRI

Autoři

HAVLÍČEK, M.; JAN, J.; MIKL, M.; BRÁZDIL, M.

Rok RIV

2010

Vydáno

30.06.2008

Nakladatel

Vutium press

Místo

Brno

ISSN

1211-412X

Periodikum

Analysis of Biomedical Signals and Images

Svazek

2008

Číslo

1

Stát

Česká republika

Strany od

38

Strany do

47

Strany počet

10

BibTex

@article{BUT47666,
  author="Martin {Havlíček} and Jiří {Jan} and Michal {Mikl} and Milan {Brázdil}",
  title="Comparison of analytic methods for evaluation of functional and effective brain connectivity from fMRI data",
  journal="Analysis of Biomedical Signals and Images",
  year="2008",
  volume="2008",
  number="1",
  pages="38--47",
  issn="1211-412X"
}