Multivariate Granger causality analysis of fMRI data.

作者: Gopikrishna Deshpande , Stephan LaConte , George Andrew James , Scott Peltier , Xiaoping Hu

DOI: 10.1002/HBM.20606

关键词:

摘要: … This article describes the combination of multivariate Granger causality analysis, … causal brain networks and their dynamics. As a demonstration, this approach was applied to analyze …

参考文章(64)
Thomas H. Cormen, Introduction to algorithms [2nd ed.] MIT Press. ,(2001)
Vangelis Sakkalis, Theofanis Oikonomou, Ellie Pachou, Ioannis Tollis, Sifis Micheloyannis, Michalis Zervakis, Time-significant wavelet coherence for the evaluation of schizophrenic brain activity using a graph theory approach. international conference of the ieee engineering in medicine and biology society. ,vol. 1, pp. 4265- 4268 ,(2006) , 10.1109/IEMBS.2006.260680
Yijun Liu, Jia-Hong Gao, Mario Liotti, Yonglin Pu, Peter T. Fox, Temporal dissociation of parallel processing in the human subcortical outputs Nature. ,vol. 400, pp. 364- 367 ,(1999) , 10.1038/22547
Sir Ronald Aylmer Fisher, Statistical Methods for Research Workers ,(1925)
Maciej Kamiński, Mingzhou Ding, Wilson A. Truccolo, Steven L. Bressler, Evaluating causal relations in neural systems: granger causality, directed transfer function and statistical assessment of significance. Biological Cybernetics. ,vol. 85, pp. 145- 157 ,(2001) , 10.1007/S004220000235
Guillaume Flandin, Karl Friston, Statistical parametric mapping (SPM) Scholarpedia. ,vol. 3, pp. 6232- ,(2008) , 10.4249/SCHOLARPEDIA.6232
Jiancheng Zhuang, Stephen LaConte, Scott Peltier, Kan Zhang, Xiaoping Hu, Connectivity exploration with structural equation modeling: an fMRI study of bimanual motor coordination. NeuroImage. ,vol. 25, pp. 462- 470 ,(2005) , 10.1016/J.NEUROIMAGE.2004.11.007
J Liu, Accessory hardware for neuromuscular measurements during functional MRI experiments. Magnetic Resonance Materials in Physics Biology and Medicine. ,vol. 13, pp. 164- 171 ,(2001) , 10.1016/S1352-8661(01)00145-4