Computerized radiographic texture measures for characterizing bone strength: A simulated clinical setup using femoral neck specimens

被引:25
作者
Chinander, MR [1 ]
Giger, ML [1 ]
Martell, JM [1 ]
Jiang, C [1 ]
Favus, MJ [1 ]
机构
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
关键词
bone trabecular pattern; phantom; digital radiography; computer vision;
D O I
10.1118/1.598743
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
We are investigating computerized methods to ultimately characterize bone trabecular pattern from clinical skeletal radiographs. In this paper, we present a ''phantom" for potential use in the development and evaluation of computerized methods for characterizing radiographic trabecular patterns and ultimately bone strength. Femoral neck specimens were excised during total hip arthroplasties from subjects exhibiting a range of diseases. To mimic the femoral neck in vivo, a "simulated clinical'' setup was implemented in which specimens were exposed under conditions that yielded radiographs similar in appearance to standard pelvis radiographs. Fourier-based and fractal-based texture measures were used in the computer analysis; including RMS variation, first moment of the power spectrum, angular-dependent forms of these measures, and fractal dimension. The texture measures obtained from the "simulated clinical" specimen films correlated modestly with those from direct exposure ''verification'' films of the specimens (r = 0.59-0.69; p <0.0001). From our study, we conclude that the femoral neck specimen "phantoms" may be useful in the development and evaluation of computerized methods for analyzing bone trabecular patterns from skeletal radiographs. The use of a phantom that simulates the clinical radiographic examination allows for repeat exposures without the concern of excessive radiation exposure to a patient. (C) 1999 American Association of Physicists in Medicine. [S0094-2405(99)02511-0].
引用
收藏
页码:2295 / 2300
页数:6
相关论文
共 29 条
[1]  
ANTICH PP, 1991, J BONE MINER RES, V6, P417
[2]   FRACTAL SIGNATURE ANALYSIS OF MACRORADIOGRAPHS MEASURES TRABECULAR ORGANIZATION IN LUMBAR VERTEBRAE OF POSTMENOPAUSAL WOMEN [J].
BUCKLANDWRIGHT, JC ;
LYNCH, JA ;
RYMER, J ;
FOGELMAN, I .
CALCIFIED TISSUE INTERNATIONAL, 1994, 54 (02) :106-112
[3]   CHARACTERIZATION OF MAMMOGRAPHIC PARENCHYMAL PATTERN BY FRACTAL DIMENSION [J].
CALDWELL, CB ;
STAPLETON, SJ ;
HOLDSWORTH, DW ;
JONG, RA ;
WEISER, WJ ;
COOKE, G ;
YAFFE, MJ .
PHYSICS IN MEDICINE AND BIOLOGY, 1990, 35 (02) :235-247
[4]   COMPUTERIZED RADIOGRAPHIC ANALYSIS OF OSTEOPOROSIS - PRELIMINARY EVALUATION [J].
CALIGIURI, P ;
GIGER, ML ;
FAVUS, MJ ;
JIA, H ;
DOI, K ;
DIXON, LB .
RADIOLOGY, 1993, 186 (02) :471-474
[5]   MULTIFRACTAL RADIOGRAPHIC ANALYSIS OF OSTEOPOROSIS [J].
CALIGIURI, P ;
GIGER, ML ;
FAVUS, M .
MEDICAL PHYSICS, 1994, 21 (04) :503-508
[6]   QUANTITATIVE COMPUTED-TOMOGRAPHY FOR PREDICTION OF VERTEBRAL FRACTURE RISK [J].
CANN, CE ;
GENANT, HK ;
KOLB, FO ;
ETTINGER, B .
BONE, 1985, 6 (01) :1-7
[7]  
CHINANDER MR, UNPUB MED PHYS
[8]   Quantitative CT in the measurement of bone quantity and bone quality for assessing osteoporosis [J].
Dougherty, G .
MEDICAL ENGINEERING & PHYSICS, 1996, 18 (07) :557-568
[9]   A NEW METHOD FOR THE TWO-DIMENSIONAL ANALYSIS OF BONE-STRUCTURE IN HUMAN ILIAC CREST BIOPSIES [J].
GARRAHAN, NJ ;
MELLISH, RWE ;
COMPSTON, JE .
JOURNAL OF MICROSCOPY-OXFORD, 1986, 142 :341-349
[10]   In vivo assessment of trabecular bone structure at the distal radius from high-resolution magnetic resonance images [J].
Gordon, CL ;
Webber, CE ;
Christoforou, N ;
Nahmias, C .
MEDICAL PHYSICS, 1997, 24 (04) :585-593