DocumentCode :
77106
Title :
Accuracy Limits for the Thickness Measurement of the Hip Joint Cartilage in 3-D MR Images: Simulation and Validation
Author :
Yuanzhi Cheng ; Changyong Guo ; Yadong Wang ; Jing Bai ; Tamura, Shinji
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Volume :
60
Issue :
2
fYear :
2013
fDate :
Feb. 2013
Firstpage :
517
Lastpage :
533
Abstract :
This paper describes a theoretical simulation method for ascertaining the inherent limits on the accuracy of thickness measurement of hip joint cartilage in 3-D MR images. This method can specify where and how thickness can be measured with sufficient accuracy under the certain MR imaging conditions. In the numerical simulation, we present a mathematical model for two adjacent sheet structures separated by a small distance, which simulated the femoral and acetabular cartilage and the joint space width in the hip joint; moreover, we perform the numerical simulation of MR imaging and postprocessing for thickness measurement. We especially focused on the effects of voxel anisotropy in MR imaging with variable orientation of cartilage surface and different joint space width. Also, thickness measurement is performed in MR imaging with isotropic voxel. The results from MR data with isotropic voxels show that accurate measurement of cartilage thickness at location of measured values of the hip joint space width and the cartilage thickness being two times as large as the voxel size or above should be possible. The simulation method is validated by comparison with the actual results obtained from the experiments using three phantoms, five normal cadaver hip specimens, and nine patients with osteoarthritis.
Keywords :
biomedical MRI; bone; medical image processing; numerical analysis; phantoms; thickness measurement; 3-D MR images; MR postprocessing; acetabular cartilage; adjacent sheet structures; cadaver hip specimens; cartilage surface; cartilage thickness measurement; femoral cartilage; hip joint cartilage; hip joint space width; mathematical model; numerical simulation; osteoarthritis; phantoms; voxel anisotropy; voxel size; Accuracy; Biomedical measurements; Head; Hip; Imaging; Joints; Thickness measurement; Accuracy validation; Gaussian second derivative filter; articular cartilage; numerical simulation; point spread function (PSF); Adult; Aged; Cartilage; Computer Simulation; Female; Hip Joint; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Male; Middle Aged; Osteoarthritis; Phantoms, Imaging; Reproducibility of Results;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2012.2230002
Filename :
6362191
Link To Document :
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