Title :
Bone mineral density estimation from X-ray images
Author :
Lee, Sooyeul ; Kim, Seunghwan ; Pyo, H.-B. ; Park, Seon Hee
Author_Institution :
Telecommun. Basic Res. Lab., Electron. & Telecommun. Res. Inst., Taejon, South Korea
Abstract :
Trabecular patterns appearing on conventional X-ray films contain rich information about the bone status. In this paper, we present a simple method, which provides a good estimation of bone mineral density (BMD) from conventional X-ray images. The method was developed by considering the microscopic mechanism of bone resorption and creation processes. The method was applied to the distal radius X-ray images. We found that the method provides good estimations of real BMD values of distal radius. The correlation coefficient between the method and the real BMD is about 0.92
Keywords :
bone; densitometry; diagnostic radiography; medical image processing; X-ray images; bone creation processes; bone mineral density estimation; bone resorption; correlation coefficient; distal radius; microscopic mechanism; osteoporosis; trabecular patterns; Cancellous bone; Density measurement; Laboratories; Medical conditions; Microscopy; Minerals; Morphology; Osteoporosis; Spine; X-ray imaging;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.804193