Application of computer texture analysis to the Singh Index.
The Singh Index, which describes trabecular patterns in the proximal femur, has been used as a predictor for hip fractures and as an indicator of osteopenia. Evidence suggests that its contribution to the assessment of hip fracture risk is in its description of the structural properties of the femur. However, subjectivity in its determination may limit its practical value. In this study, we have used computer texture analysis to characterize the textural changes in trabecular bone which occur in osteoporosis. Texture analysis of the proximal femur was used to rank radiographs of 25 cadaver femora by Singh grading. These rankings were compared with those performed by two experienced radiologists. The computer method performed better than the least consistent individual radiologist, but not as well as the two radiologists in combination. The method required no radiologist's time after the system had been 'trained' from a set of example radiographs. The method has potential for use in large studies in which speed and consistency of measurement are important.
Smyth
P P
PP
Department of Medical Biophysics, University of Manchester, UK.
Adams
J E
JE
Whitehouse
R W
RW
Taylor
C J
CJ
D015519:Bone Density; D001851:Bone Diseases, Metabolic / Q000000981:diagnostic imaging; D005269:Femur / Q000000981:diagnostic imaging*; D006620:Hip Fractures / Q000000981:diagnostic imaging; D006801:Humans; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*; D010865:Pilot Projects; D011237:Predictive Value of Tests; D011859:Radiography