Title of article
Enhanced bone structural analysis through pQCT image preprocessing
Author/Authors
Cervinka، نويسنده , , T. and Hyttinen، نويسنده , , J. and Sievanen، نويسنده , , H.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2010
Pages
9
From page
398
To page
406
Abstract
Several factors, including preprocessing of the image, can affect the reliability of pQCT-measured bone traits, such as cortical area and trabecular density. Using repeated scans of four different liquid phantoms and repeated in vivo scans of distal tibiae from 25 subjects, the performance of two novel preprocessing methods, based on the down-sampling of grayscale intensity histogram and the statistical approximation of image data, was compared to 3 × 3 and 5 × 5 median filtering. According to phantom measurements, the signal to noise ratio in the raw pQCT images (XCT 3000) was low (∼20 dB) which posed a challenge for preprocessing. Concerning the cortical analysis, the reliability coefficient (R) was 67% for the raw image and increased to 94–97% after preprocessing without apparent preference for any method. Concerning the trabecular density, the R-values were already high (∼99%) in the raw images leaving virtually no room for improvement. However, some coarse structural patterns could be seen in the preprocessed images in contrast to a disperse distribution of density levels in the raw image. In conclusion, preprocessing cannot suppress the high noise level to the extent that the analysis of mean trabecular density is essentially improved, whereas preprocessing can enhance cortical bone analysis and also facilitate coarse structural analyses of the trabecular region.
Keywords
Cortical bone , Bayesian estimation , Image preprocessing , trabecular bone , pQCT
Journal title
Medical Engineering and Physics
Serial Year
2010
Journal title
Medical Engineering and Physics
Record number
1730929
Link To Document