Hello Eugene,
Thanks for your advice. I will check out the Fix tool that you recommend. An alternative that I have been thinking of using for denoising is the algorithm described in the Bhaganagarapu paper cited below (after validating it in my own dataset, naturally).
Bhaganagarapu, K.; Jackson, G. D. & Abbott, D. F. An automated method for identifying artifact in independent component analysis of resting-state FMRI. Front Hum Neurosci, 2013, 7, 343
Best,
Jonathan
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