A method for making group inferences from functional MRI data using independent component analysis
作者： V.D. Calhoun , T. Adali , G.D. Pearlson , J.J. Pekar
DOI: 10.1002/HBM.1048
关键词:
摘要: Independent component analysis (ICA) is a promising analysis method that is being increasingly applied to fMRI data. A principal advantage of this approach is its applicability to …
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Martin J. McKeown, Detection of consistently task-related activations in fMRI data with hybrid independent component analysis. NeuroImage. ,vol. 11, pp. 24- 35 ,(2000) , 10.1006/NIMG.1999.0518
Bharat B. Biswal, John L. Ulmer, Blind source separation of multiple signal sources of fMRI data sets using independent component analysis. Journal of Computer Assisted Tomography. ,vol. 23, pp. 265- 271 ,(1999) , 10.1097/00004728-199903000-00016
Bharat Biswal, F. Zerrin Yetkin, Victor M. Haughton, James S. Hyde, Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magnetic Resonance in Medicine. ,vol. 34, pp. 537- 541 ,(1995) , 10.1002/MRM.1910340409
Martin J. Mckeown, Scott Makeig, Greg G. Brown, Tzyy-Ping Jung, Sandra S. Kindermann, Anthony J. Bell, Terrence J. Sejnowski, Analysis of fMRI data by blind separation into independent spatial components Human Brain Mapping. ,vol. 6, pp. 160- 188 ,(1998) , 10.1002/(SICI)1097-0193(1998)6:3<160::AID-HBM5>3.0.CO;2-1
Roger P. Woods, Modeling for Intergroup Comparisons of Imaging Data NeuroImage. ,vol. 4, ,(1996) , 10.1006/NIMG.1996.0058
J. Karhunen, A. Cichocki, W. Kasprzak, P. Pajunen, On neural blind separation with noise suppression and redundancy reduction. International Journal of Neural Systems. ,vol. 8, pp. 219- 237 ,(1997) , 10.1142/S0129065797000239
K.J. Worsley, K.J. Friston, Analysis of fMRI time-series revisited--again. NeuroImage. ,vol. 2, pp. 173- 181 ,(1995) , 10.1006/NIMG.1995.1023
M. Wax, T. Kailath, Detection of signals by information theoretic criteria IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 33, pp. 387- 392 ,(1985) , 10.1109/TASSP.1985.1164557
K.J. Friston, A. Holmes, J-B. Poline, C.J. Price, C.D. Frith, Detecting Activations in PET and fMRI: Levels of Inference and Power NeuroImage. ,vol. 4, pp. 223- 235 ,(1996) , 10.1006/NIMG.1996.0074
Martin J. McKeown, Terrence J. Sejnowski, Independent component analysis of fMRI data: Examining the assumptions Human Brain Mapping. ,vol. 6, pp. 368- 372 ,(1998) , 10.1002/(SICI)1097-0193(1998)6:5/6<368::AID-HBM7>3.0.CO;2-E