FRACTAL ANALYSIS OF TRABECULAR PATTERNS IN PROJECTION RADIOGRAPHS - AN ASSESSMENT

被引:44
作者
CHEN, J
ZHENG, B
CHANG, YH
SHAW, CC
TOWERS, JD
GUR, D
机构
[1] Department of Radiology, University of Pittsburgh, Pittsburgh, PA
关键词
IMAGE ANALYSIS; FRACTALS; BONE MEASUREMENT;
D O I
10.1097/00004424-199406000-00005
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
RATIONALE AND OBJECTIVES. Fractal analysis of digitized images has been investigated in recent years as a potential measure of structural bone strength. Several technical issues associated with such measurements are assessed. METHODS. In a series of experiments using a hand phantom, the effects of system noise and modulation transfer function on fractal dimension were explored. The authors evaluated a method for correcting the estimated power spectrum using a step-wedge image exposed and digitized under identical conditions as a reference. RESULTS. System noise and modulation transfer function significantly affect estimated fractal dimension in bony regions computed from conventional radiographs. CONCLUSIONS. Before conventional radiographs are used for fractal analysis in the clinical environment, many of the technical problems associated with this methodology must be addressed.
引用
收藏
页码:624 / 629
页数:6
相关论文
共 14 条
[1]  
[Anonymous], 2014, VIRTUES HAPPINESS TH, DOI DOI 10.1093/ACPROF:OSO/9780199827367.001.0001
[2]   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
[3]   IMAGE FEATURE ANALYSIS AND COMPUTER-AIDED DIAGNOSIS IN DIGITAL RADIOGRAPHY - CLASSIFICATION OF NORMAL AND ABNORMAL LUNGS WITH INTERSTITIAL DISEASE IN CHEST IMAGES [J].
KATSURAGAWA, S ;
DOI, K ;
MACMAHON, H .
MEDICAL PHYSICS, 1989, 16 (01) :38-44
[4]  
KUKLINSKI WS, 1989, P SOC PHOTO-OPT INS, V1092, P111
[5]   ANALYSIS OF TEXTURE IN MACRORADIOGRAPHS OF OSTEOARTHRITIC KNEES USING THE FRACTAL SIGNATURE [J].
LYNCH, JA ;
HAWKES, DJ ;
BUCKLANDWRIGHT, JC .
PHYSICS IN MEDICINE AND BIOLOGY, 1991, 36 (06) :709-722
[6]   APPLICATION OF FRACTAL GEOMETRY TECHNIQUES TO THE STUDY OF TRABECULAR BONE [J].
MAJUMDAR, S ;
WEINSTEIN, RS ;
PRASAD, RR .
MEDICAL PHYSICS, 1993, 20 (06) :1611-1619
[7]  
Mandelbrot B., 1983, FRACTAL GEOMETRY NAT, V173
[8]  
Oppenheim A., 1989, DISCRETE TIME SIGNAL
[9]   FRACTAL-BASED DESCRIPTION OF NATURAL SCENES [J].
PENTLAND, AP .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :661-674
[10]  
REATH U, 1985, J CLIN ULTRASOUND, V13, P87