A
dual echo coronal sequence is processed using REGION to obtain the
following volumes: intracranial, total brain, ventricular cerebrospinal
fluid (CSF), subarachnoid CSF, frontal lobe, parietal-occipital
region, basilar region, white matter high signal, and left and right
hemispheric breakdowns for all of the above. Our most involved procedure,
full coronal analysis, requires six to eight hours to perform. Roughly,
the steps are as follows:
1) The dual coronal sequence is imported into REGION.
2) A sample file is created by selecting representative pixels of
each of four tissue types throughout the brain: brain tissue, fluid,
bone, white matter high signal. REGION will use the multi-echo intensity
and location data from each sample pixel to perform linear regressions
to best classify tissue types.
3) An automated algorithm strips away the skull. The user follows
atlas-based landmarks to correct any errors in the skull removal
and to remove the cerebellum.
4) A semi-automated algorithm is applied to each slice to differentiate
tissue types and quantify the amounts of pixels for each.
5) Further divisions are made by the user to distinguish lobar sub-volumes,
using atlas-based rules.
6) The pixel areas for each region of interest (R.O.I) are summed
and converted to cubic centimeters.
7) The central sagittal image is imported to NIH
Image. The length of the frontal lobe is measured to correct
for the lobar boundary (the central sulcus) which is not viewable
on the coronal images.
The image below illustrates the many regions of interest measured
on just one slice of a coronal set. The same algorithm is repeated
for every image in the brain, often as many as 45-50 slices.
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