ICES/TACC Seminar: Dr. Gordon Kindlmann Brigham and Women's Hospital *%93Anisotropy Creases and Geodesic-Loxodromes: * *Recent Developments in the Analysis and Interpolation of Diffusion Tensor Images%94 ACES 6.304 Tuesday August 2 2007 3:30 p.m.
Type of Talk: *ICES/TACC SEMINAR*
Speaker/
Affiliation: *Dr. Gordon Kindlmann Department of Radiology Brigham and W
omen''s Hospital Harvard Medical School
Date/Time: Tuesday August
2 2007 3:30 p.m.
Location: ACES 2.402
Host: Dr. Chandra
Bajaj ICES and Dr. Kelly Gaither TACC
Talk Title: %93Anisotropy C
reases and Geodesic-Loxodromes: Recent Developments in the Analysis and Int
erpolation of Diffusion Tensor
Images%94
Talk Abstract:
D
iffusion Tensor MRI (DTI) has become a popular way of
non-invasively as
sessing micro-structural orientation and
organization in biological tis
sue especially the central nervous
system. In algorithms for processin
g DTI a common ingredients
is interpolating between two tensor values.
We describe a new
class of interpolation paths for tensors termed geo
desic-loxodromes
which explicitly preserve clinically important tensor
attributes such
as mean diffusivity or fractional anisotropy while u
sing basic
differential geometry to interpolate tensor orientations. On
the
other hand simpler tensor interpolation methods can indirectly reveal features in fiber tract orientation through the differential
s
tructure of field. We describe a method of extracting surface
models fr
om DTI called anisotropy creases which is based on
traditional method
s of ridge and valley feature extraction applied
to the (non-linear) a
nisotropy field computed from a
second-order-continuous tensor field. R
esults from anisotropy
creases suggest that they may be used to form a
skeleton for the
major white matter features in the brain.
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