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I have a question relating to segmentation with FAST.



I have been trying to use prior probabilities for initialization and for
final segmentation in order to obtain more accurate segmentation of the
basal ganglia, particularly the thalamus. I assume that in order to use
prior probability masks the program tries to register the volume to be
segmented to a template.

Can the segmentation go very wrong if the volume to be segmented is tilted
by a large angle in respect to standard space? I think FAST works better on
deskulled volumes, but the skull can provide useful info for accurate
registration to a template, so if I want to use priors, should I deskull the
volume before or after segmentation?

What happens if the brain I want to segment is much smaller or deformed in
unusual ways as compared to the template? Can this result in inaccurate
segmentation, due to poor registration with the template?



Thanks for your help....



Stefano Marenco, MD

Senior Staff Fellow

Clinical Brain Disorders Branch

NIMH

10 Center Drive, room 4S235

Bethesda, MD 20817

tel. (301) 435-8964

fax. (301) 480-7795

email:  <mailto:[log in to unmask]> [log in to unmask]