Hello Freesurfer experts,
I'm really struggling with my study.
I have a 27 scans that I analyze in QDEC. Scans are from Siemens machine,
mprage protocol, TR1620, TE 4.3, FOV 240*256, acq. matrix 232*256, slice
thickness 0,9mm.
After I enter model and have some initial significant clusters (threshold 2
- 5) I run multiple comparisons, and none have survived the procedures, no
matter method or significance - FDR (0.1-0.05-0.01) or
Monte-Carlo(0.05-0.01-0.01). This repeats no matter of the tested variables
and the initial significancy and size of the clusters.
I'm really confused of that and could not find an explanation, except that
my study is really non-significant. However, the significant results I get
are in the regions that I expect to be, that are reported previously and
they also explain my results. If they happen to survive, but that never is
the case (In fact one survived, but I entered wrong variables and model was
wrong).
What could be the reason? Outliers? Really non-significant results (which I
doubt as I said already)? Should I recheck the quality of the processed
scans? I also made my own average, hoping to improve things somehow, but
QDEC doesn't allow me to run multiple comparisons with it.
Anyway, is it mistake to discuss the results when they don't survive
simulation, as they fit with initial hipothesis and what I'm testing. I
have to point that there are only few significant clusters, that could not
be explained with what I'm testing and tested population, so in fact the
"noise" is very small.
Any help will be of great value,
Thanks