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Comparison of radiographic texture analysis from computed radiography and bone densitometry systems.
- Source :
-
Medical physics [Med Phys] 2004 Apr; Vol. 31 (4), pp. 882-91. - Publication Year :
- 2004
-
Abstract
- Osteoporosis is a disease that results in an increased risk of bone fracture due to a loss of bone mass and deterioration of bone structure. Bone mineral density (BMD) provides a measure of bone mass and is frequently measured by bone densitometry systems to diagnose osteoporosis. In addition, computerized radiographic texture analysis (RTA) is currently being investigated as a measure of bone structure and as an additional diagnostic predictor of osteoporosis. In this study, we assessed the ability of a peripheral bone densitometry (PD) system to yield images useful for RTA. The benefit of such a system is that it measures BMD by dual-energy x-ray absorptiometry and therefore provides high- and low-energy digital radiographic images. The bone densitometry system investigated was the GE/Lunar PIXI, which provides 512 x 512 digital images of the heel or forearm (0.2 mm pixels). We compared texture features of heel images obtained with this PD system to those obtained on a Fuji computed radiography (CR) system (0.1 mm pixels). Fourier and fractal-based texture features of images from 24 subjects who had both CR and BMD exams were calculated, and correlation between the two systems was analyzed. Fourier-based texture features characterize the magnitude, frequency content, and orientation of the trabecular bone pattern. Good correlation was found between the two modalities for the first moment (FMP) with r=0.71 (p value<0.0001) and for minimum FMP with r=0.52 (p value=0.008). Root-mean-square (RMS) did not correlate with r=0.31 (p value>0.05), while the standard deviation of the RMS did correlate with r=0.79 (p value<0.0001). Good correlation was also found between the two modalities for the fractal-based texture features with r=0.79 (p value<0.0001) for the global Minkowski dimension and r=0.63 (p value=0.0007) for the fractal dimension from a box counting method. The PD system therefore may have the potential for yielding heel images suitable for RTA.
- Subjects :
- Absorptiometry, Photon methods
Aged
Aged, 80 and over
Calcaneus diagnostic imaging
Equipment Failure Analysis
Female
Humans
Middle Aged
Radiographic Image Enhancement methods
Radiographic Image Interpretation, Computer-Assisted methods
Reproducibility of Results
Sensitivity and Specificity
Tomography, X-Ray Computed methods
Absorptiometry, Photon instrumentation
Bone Density
Osteoporosis diagnosis
Osteoporosis diagnostic imaging
Radiographic Image Enhancement instrumentation
Radiographic Image Interpretation, Computer-Assisted instrumentation
Tomography, X-Ray Computed instrumentation
Subjects
Details
- Language :
- English
- ISSN :
- 0094-2405
- Volume :
- 31
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- Medical physics
- Publication Type :
- Academic Journal
- Accession number :
- 15125006
- Full Text :
- https://doi.org/10.1118/1.1650529