High resolution cortical bone thickness measurement from clinical CT data

被引:190
作者
Treece, G. M. [1 ]
Gee, A. H. [1 ]
Mayhew, P. M. [2 ]
Poole, K. E. S. [2 ]
机构
[1] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
[2] Univ Cambridge, Addenbrookes Hosp, Dept Med, Cambridge CB2 2QQ, England
关键词
Cortical bone; Osteoporosis; Hip fracture; PROXIMAL FEMUR; COMPUTED-TOMOGRAPHY; THIN STRUCTURES; HIP; OSTEOPOROSIS; FRACTURES; GEOMETRY; DENSITY; ACCURACY; FALL;
D O I
10.1016/j.media.2010.01.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The distribution of cortical bone in the proximal femur is believed to be a critical component in determining fracture resistance. Current CT technology is limited in its ability to measure cortical thickness, especially in the sub-millimetre range which lies within the point spread function of today's clinical scanners. In this paper, we present a novel technique that is capable of producing unbiased thickness estimates down to 0.3 mm. The technique relies on a mathematical model of the anatomy and the imaging system, which is fitted to the data at a large number of sites around the proximal femur, producing around 17,000 independent thickness estimates per specimen. In a series of experiments on 16 cadaveric femurs, estimation errors were measured as -0.01 +/- 0.58 mm (mean +/- 1 std.dev.) for cortical thicknesses in the range 0.3-4 mm. This compares with 0.25 +/- 0.69 mm for simple thresholding and 0.90 +/- 0.92 mm for a variant of the 50% relative threshold method. In the clinically relevant sub-millimetre range, thresholding increasingly fails to detect the cortex at all, whereas the new technique continues to perform well. The many cortical thickness estimates can be displayed as a colour map painted onto the femoral surface. Computation of the surfaces and colour maps is largely automatic, requiring around 15 min on a modest laptop computer. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:276 / 290
页数:15
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