Elastic registration of 3D cartilage surfaces from MR image data for detecting local changes in cartilage thickness

Citation
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
Journal title
MAGNETIC RESONANCE IN MEDICINE
ISSN journal
07403194 → ACNP
Volume
44
Issue
4
Year of publication
2000
Pages
592 - 601
Database
ISI
SICI code
0740-3194(200010)44:4<592:ERO3CS>2.0.ZU;2-E
Abstract
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.