Hello Matt,
It seems you do not want to ignore information from the second scan of the
patient group but I am not absolutely sure what the goal is.
If it is a cross-sectional group difference you want to focus I see a number
of possibilities.
(A longitudinal analysis does indeed not make much sense if there is no
control group you have monitored. Exception: your insular atrophy rate is
extremely high, in this case some atrophy rates from published values on
healthy subjects could serve as reference).
1. Calculate an average of your insula volume for each patient from both scans
- you can to some scan-rescan-precision statistics as the two volume should
not differ too much - and proceed with the statistics with this average
insular volume.
2. Do the group statistics twice (P1-CON and P2-CON).
3. Or just ignore the first scan. If acquired atrophy should be more distinct
in the second scan.
Calculating the insular volume from both scans:
I do not see a real advantage in averaging the 2 images - as the normalized
images will not be exactly the same you will rather get some vagueness in
your edges/tissue boundaries. I am not sure if after segmentation this
results in an 'average local volume'.
Calculating it from one scan:
If the normalization procedure is only affine and you take the total of voxels
within your mask (which is in the same space) you will get a value that you
could label 'insular volume'. This procedure however brings the indivduals'
brains to a standard size so total GM or (unnormalized) total brain volume or
total intracranial volume should be included into the statistics, or ratios
be calculated.
If also non-affine normalization is used then some modulation step seems
necessary to account for local volume changes.
Best regards
P. G. Saemann
Max-Planck-Institute of Psychiatry
80804 Munich
Phone: 0049-89-30622-413
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