Effective dose reduction in dual-energy flat panel X-ray imaging:: Technique and clinical evaluation

被引:8
作者
Avinash, GB [1 ]
Jabri, KN [1 ]
Uppaluri, R [1 ]
Rader, A [1 ]
Fischbach, F [1 ]
Ricke, J [1 ]
Teichgräber, U [1 ]
机构
[1] Gen Elect Med Syst, Waukesha, WI 53188 USA
来源
MEDICAL IMAGING 2002: IMAGE PROCESSING, VOL 1-3 | 2002年 / 4684卷
关键词
dual energy; X-ray; chest radiography; noise reduction filtering; dose reduction;
D O I
10.1117/12.467060
中图分类号
R318 [生物医学工程];
学科分类号
0831 [生物医学工程];
摘要
Dual-energy (DE) chest radiography with a digital flat panel (DFP) shows significant potential for increased sensitivity and specificity of pulmonary nodule detection. DFP-based DE produces significantly better image quality compared to Computed Radiography (CR) due to high detective quantum efficiency (DQE) and wide energy separation. We developed novel noise reduction filtering that significantly improves image quality at a given dose level, thereby allowing considerable additional dose reduction compared to CR. The algorithm segments images into structures, which are processed using anisotropic smoothing and sharpening, and non-structures, which are processed using isotropic smoothing. A fraction of the original image is blended with the processed image to obtain an image with improved noise characteristics. DE decomposed radiographs were obtained at film equivalent of 400 speed chest exam dose for 12 patients (set A) and at twice the dose for 7 other patients (set C). Images from set A were filtered using our algorithm to form set B. Images were evaluated by four radiologists using a noise rating scale. A two-sample t-test showed no significant difference in ratings between B and C, while significant differences were found between A and B, and A and C. Therefore, our algorithm enables effective patient dose reduction while maintaining perceptual image quality.
引用
收藏
页码:1048 / 1059
页数:12
相关论文
共 28 条
[1]
*AM CANC SOC, CANC FACTS FIG 2000
[2]
AVINAH G, 2001, Patent No. 6208763
[3]
AVINASH GB, 2001, Patent No. 6173083
[4]
A METHOD FOR SELECTIVE TISSUE AND BONE VISUALIZATION USING DUAL ENERGY SCANNED PROJECTION RADIOGRAPHY [J].
BRODY, WR ;
BUTT, G ;
HALL, A ;
MACOVSKI, A .
MEDICAL PHYSICS, 1981, 8 (03) :353-357
[5]
LEAST-SQUARES APPROACH IN MEASUREMENT-DEPENDENT FILTERING FOR SELECTIVE MEDICAL IMAGES [J].
CAO, QZ ;
BROSNAN, T ;
MACOVSKI, A ;
NISHIMURA, D .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1988, 7 (02) :154-160
[6]
DOBBINS JT, 1996, RSNA, P220
[7]
SINGLE-EXPOSURE DUAL-ENERGY COMPUTED RADIOGRAPHY - IMPROVED DETECTION AND PROCESSING [J].
ERGUN, DL ;
MISTRETTA, CA ;
BROWN, DE ;
BYSTRIANYK, RT ;
SZE, WK ;
KELCZ, F ;
NAIDICH, DP .
RADIOLOGY, 1990, 174 (01) :243-249
[8]
ERGUN DL, 1994, P SOC PHOTO-OPT INS, V2167, P663, DOI 10.1117/12.175102
[9]
X-RAY TUBE POTENTIAL, FILTRATION, AND DETECTOR CONSIDERATIONS IN DUAL-ENERGY CHEST RADIOGRAPHY [J].
GAUNTT, DM ;
BARNES, GT .
MEDICAL PHYSICS, 1994, 21 (02) :203-218
[10]
Performance of a 41X41-cm2 amorphous silicon flat panel x-ray detector for radiographic imaging applications [J].
Granfors, PR ;
Aufrichtig, R .
MEDICAL PHYSICS, 2000, 27 (06) :1324-1331