T. Stammberger et al., Elastic registration of 3D cartilage surfaces from MR image data for detecting local changes in cartilage thickness, MAGN RES M, 44(4), 2000, pp. 592-601
Citations number
40
Categorie Soggetti
Radiology ,Nuclear Medicine & Imaging","Medical Research Diagnosis & Treatment
The objective of this work was to develop and validate a computational meth
od for the registration (matching) of 3D cartilage plates from MR image dat
a sets. The technique tracks local cartilage thickness changes over time. A
3D elastic registration technique was applied that identifies correspondin
g points of the bone-cartilage interface in MR data sets of 3D-reconstructe
d cartilage plates. In a first rigid preregistration step, the surfaces are
aligned, using the principal axes decomposition to correct for different j
oint positions and orientations in the MR scanner. In a second step, the su
rfaces are deformed elastically, based on geometric surface features, until
they are sufficiently similar to identify corresponding surface points. Th
e method was validated against artificially corrupted cartilage surfaces an
d MR data obtained from in vivo and in vitro compression experiments. The i
n vivo reproducibility was tested on patellar data sets of volunteers, with
repositioning of the joint in between replicate acquisitions. (C) 2000 Wil
ey-Liss, Inc.