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Automated analysis of hip joint cartilage combining MR T2 and three-dimensional fast-spin-echo images.

Authors :
Chandra SS
Surowiec R
Ho C
Xia Y
Engstrom C
Crozier S
Fripp J
Source :
Magnetic resonance in medicine [Magn Reson Med] 2016 Jan; Vol. 75 (1), pp. 403-13. Date of Electronic Publication: 2015 Jan 30.
Publication Year :
2016

Abstract

Purpose: To validate a fully automated scheme to extract biochemical information from the hip joint cartilages using MR T2 mapping images incorporating segmentation of co-registered three-dimensional Fast-Spin-Echo (3D-SPACE) images.<br />Methods: Manual analyses of unilateral hip (3 Tesla) MR images of 24 asymptomatic volunteers were used to validate a 3D deformable model method for automated cartilage segmentation of SPACE scans, partitioning of the individual femoral and acetabular cartilage plates into clinically defined sub-regions and propagating these results to T2 maps to calculate region-wise T2 value statistics. Analyses were completed on a desktop computer (∼ 10 min per case).<br />Results: The mean voxel overlap between automated A and manual M segmentations of the cartilage volumes in the (clinically based) SPACE images was 73% (100 × 2|A∩M|/[|A|+|M|]). The automated and manual analyses demonstrated a relative difference error <10% in the median "T2 average signal" for each cartilage plate. The automated and manual analyses showed consistent patterns between significant differences in T2 data across the hip cartilage sub-regions.<br />Conclusion: The good agreement between the manual and automatic analyses of T2 values indicates the use of structural 3D-SPACE MR images with the proposed method provides a promising approach for automated quantitative T2 assessment of hip joint cartilages.<br /> (© 2015 Wiley Periodicals, Inc.)

Details

Language :
English
ISSN :
1522-2594
Volume :
75
Issue :
1
Database :
MEDLINE
Journal :
Magnetic resonance in medicine
Publication Type :
Academic Journal
Accession number :
25644241
Full Text :
https://doi.org/10.1002/mrm.25598