afni.nimh.nih.gov

I'm not sure what your datasets are. Are your 13-16 brain datasets temporally changing for each subject? Then detrending would seem appropriate; otherwise, de-meaning or de-medianizing would be good. What resolution are these datasets, and what levels of smoothness does 3dFWHMx report?