Title :
Human Hip Joint Cartilage: MRI Quantitative Thickness and Volume Measurements Discriminating Acetabulum and Femoral Head
Author :
Li, Wei ; Abram, François ; Beaudoin, Gilles ; Berthiaume, Marie-Josée ; Pelletier, Jean-Pierre ; Martel-Pelletier, Johanne
Author_Institution :
ArthroVision, Montreal, QC
Abstract :
This paper aims at developing a quantitative system for measuring human hip cartilage thickness and volume using magnetic resonance imaging (MRI). A new MRI-acquisition technique, named axial rotation, where the acquisition planes are organized around a virtual axis, was used. The MRI protocol consists of a 2-D multiple-echo data image combination (MEDIC) using water excitation. Inner and outer interface contours of acetabulum and femoral head cartilage are obtained using a semiautomated 3-D segmentation method and combined to form 3-D surfaces. A local spherical coordinate system computed from the original contours enables cartilage thickness and volume computation. An anatomical labeling is performed automatically for thickness and volume measurements in predefined subregions: inferior, anterior, superior, and posterior. A registration module is introduced allowing the assessment of cartilage changes over time. Validation of the system was conducted with three protocols each involving data obtained from nine subjects: 1) registration process accuracy; 2) intrareader reproducibility; and 3) intervisit coefficient of variation. Data showed excellent correlation coefficients for either the intrareader (r ges 0.0942, p < 0.0001) or intervisit (r ges 0.0837, p < 0.005) protocols. This noninvasive system, which enables the quantification of cartilage thickness and volume in the human hip joint using MRI, is the first to discriminate the acetabular and femoral head cartilage throughout the entire hip without the use of an external device, and to implement hip registration for follow-up studies on the same subject.
Keywords :
biomedical MRI; bone; image segmentation; medical image processing; 2D multiple-echo data image combination; acetabulum; axial rotation; biomedical MRI; femoral head; human hip joint cartilage; magnetic resonance imaging; quantitative cartilage thickness measurement; quantitative cartilage volume measurement; semiautomated 3D segmentation; water excitation; Anthropometry; Biomedical imaging; Hip; Humans; Joints; Magnetic heads; Magnetic resonance imaging; Protocols; Thickness measurement; Volume measurement; Cartilage thickness; Cartilage volume; Hip cartilage; Magnetic Resonance Imaging; Surface modeling; cartilage volume; hip cartilage; magnetic resonance imaging (MRI); surface modeling; Acetabulum; Adult; Aged; Automatic Data Processing; Cartilage, Articular; Echo-Planar Imaging; Female; Femur Head; Finite Element Analysis; Hip Joint; Humans; Image Enhancement; Imaging, Three-Dimensional; Male; Middle Aged; Models, Anatomic; Osteoarthritis, Hip;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2008.925679