TY - JOUR
T1 - Effect of radiation dose reduction on texture measures of trabecular bone microstructure
T2 - an in vitro study
AU - Mookiah, Muthu Rama Krishnan
AU - Baum, Thomas
AU - Mei, Kai
AU - Kopp, Felix K.
AU - Kaissis, Georg
AU - Foehr, Peter
AU - Noel, Peter B.
AU - Kirschke, Jan S.
AU - Subburaj, Karupppasamy
N1 - Publisher Copyright:
© 2017, The Japanese Society for Bone and Mineral Research and Springer Japan.
PY - 2018/5/1
Y1 - 2018/5/1
N2 - Osteoporosis is characterized by bone loss and degradation of bone microstructure leading to fracture particularly in elderly people. Osteoporotic bone degeneration and fracture risk can be assessed by bone mineral density and trabecular bone score from 2D projection dual-energy X-ray absorptiometry images. However, multidetector computed tomography image based quantification of trabecular bone microstructure showed significant improvement in prediction of fracture risk beyond that from bone mineral density and trabecular bone score; however, high radiation exposure limits its use in routine clinical in vivo examinations. Hence, this study investigated reduction of radiation dose and its effects on image quality of thoracic midvertebral specimens. Twenty-four texture features were extracted to quantify the image quality from multidetector computed tomography images of 11 thoracic midvertebral specimens, by means of statistical moments, the gray-level co-occurrence matrix, and the gray-level run-length matrix, and were analyzed by an independent sample t-test to observe differences in image texture with respect to radiation doses of 80, 150, 220, and 500 mAs. The results showed that three features—namely, global variance, energy, and run percentage, were not statistically significant (p> 0.05) for low doses with respect to 500 mAs. Hence, it is evident that these three dose-independent features can be used for disease monitoring with a low-dose imaging protocol.
AB - Osteoporosis is characterized by bone loss and degradation of bone microstructure leading to fracture particularly in elderly people. Osteoporotic bone degeneration and fracture risk can be assessed by bone mineral density and trabecular bone score from 2D projection dual-energy X-ray absorptiometry images. However, multidetector computed tomography image based quantification of trabecular bone microstructure showed significant improvement in prediction of fracture risk beyond that from bone mineral density and trabecular bone score; however, high radiation exposure limits its use in routine clinical in vivo examinations. Hence, this study investigated reduction of radiation dose and its effects on image quality of thoracic midvertebral specimens. Twenty-four texture features were extracted to quantify the image quality from multidetector computed tomography images of 11 thoracic midvertebral specimens, by means of statistical moments, the gray-level co-occurrence matrix, and the gray-level run-length matrix, and were analyzed by an independent sample t-test to observe differences in image texture with respect to radiation doses of 80, 150, 220, and 500 mAs. The results showed that three features—namely, global variance, energy, and run percentage, were not statistically significant (p> 0.05) for low doses with respect to 500 mAs. Hence, it is evident that these three dose-independent features can be used for disease monitoring with a low-dose imaging protocol.
KW - Osteoporosis
KW - Radiation dose
KW - Texture analysis
KW - Trabecular bone microstructure
KW - Vertebra
UR - http://www.scopus.com/inward/record.url?scp=85017145957&partnerID=8YFLogxK
U2 - 10.1007/s00774-017-0836-5
DO - 10.1007/s00774-017-0836-5
M3 - Article
C2 - 28389933
AN - SCOPUS:85017145957
SN - 0914-8779
VL - 36
SP - 323
EP - 335
JO - Journal of Bone and Mineral Metabolism
JF - Journal of Bone and Mineral Metabolism
IS - 3
ER -