Hi,
Here are a few references:
Castanho EN, Aidos H, Madeira SC. Biclustering fMRI time series: a comparative study. BMC Bioinformatics. 2022 May 23;23(1):192. doi: 10.1186/s12859-022-04733-8
Kumar A, Lin F, Rajapakse JC. Mixed Spectrum Analysis on fMRI Time-Series. IEEE Trans Med Imaging. 2016 Jun;35(6):1555-64. doi: 10.1109/TMI.2016.2520024
Kociuba MC, Rowe DB. Complex-valued time-series correlation increases sensitivity in FMRI analysis. Magn Reson Imaging. 2016 Jul;34(6):765-770. doi: 10.1016/j.mri.2016.03.011
Friston KJ, Josephs O, Zarahn E, Holmes AP, Rouquette S, Poline J. To smooth or not to smooth? Bias and efficiency in fMRI time-series analysis. Neuroimage. 2000 Aug;12(2):196-208. doi: 10.1006/nimg.2000.0609
Chen L, Zhang W, Liu H, Feng S, Chen CL, Wang H. A Space Affine Matching Approach to fMRI Time Series Analysis. IEEE Trans Nanobioscience. 2016 Jul;15(5):468-480. doi: 10.1109/TNB.2016.2572401
Zhao Y, Luo X. Granger mediation analysis of multiple time series with an application to functional magnetic resonance imaging. Biometrics. 2019 Sep;75(3):788-798. doi: 10.1111/biom.13056
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