학술논문

Application of Laws’ masks to bone texture analysis: An innovative image analysis tool in osteoporosis
Document Type
Conference
Source
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on. :1191-1194 May, 2008
Subject
Bioengineering
Computing and Processing
Signal Processing and Analysis
Image texture analysis
Bones
Image analysis
Osteoporosis
Radiography
Spatial resolution
Filters
X-ray imaging
Minerals
Density measurement
Laws’ masks
Trabecular bone
Texture analysis
Calcaneus radiographs
Language
ISSN
1945-7928
1945-8452
Abstract
The objective of this study was to explore Laws’ masks as a new application of texture analysis to characterise bone micro-architecture and to check its dependence from the spatial resolution. The method is based on masks that aim to filter the images. From each mask, classical statistical parameters can be calculated. Our study was performed on 114 women with osteoporotic fractures and 182 age-matched healthy post menopausal women. For all subjects radiographs were obtained of the calcaneus with a new high-resolution X-ray device. The bone mineral density measurements were assessed by DXA.