Algorithmic scatter correction in dual-energy digital mammography for calcification imaging

被引:2
|
作者
Chen, Xi [1 ]
Nishikawa, Robert M. [2 ]
Chan, Suk-tak [3 ]
Lau, Beverly A. [2 ]
Zhang, Lei [4 ]
Mou, Xuanqin [1 ]
机构
[1] Xi An Jiao Tong Univ, Inst Image Proc & Pattern Recognit, Xian 710049, Shaanxi, Peoples R China
[2] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Hlth Technol & Informat, Kowloon, Hong Kong, Peoples R China
[4] Hong Kong Polytech Univ, Dept Comp, Kowloon, Peoples R China
基金
美国国家卫生研究院;
关键词
dual-energy; digital mammography; scatter correction; calcification; REDUCTION; RADIATION; PHANTOM;
D O I
10.1117/12.911775
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
X-ray scatter leads to erroneous calculations of dual-energy digital mammography (DEDM). The purpose of this work is to design an algorithmic method for scatter correction in DEDM without extra exposures or lead sheet. The method was developed based on the knowledge that scatter radiation in mammograms varies slowly spatially and most pixels in mammograms are non-calcification pixels, and implemented on a commercial full-field digital mammography system with a phantom of breast tissue equivalent material. The pinhole-array interpolation scatter correction method was also implemented on the system. We compared the background dual-energy (DE) calcification signals in the DE calcification images. Results show that the background signal in the DE calcification image can be reduced. The rms of background DE calcification image signal of 1105 mu m with scatter-uncorrected data was reduced to 187 mu m and 253 mu m after scatter correction, using our algorithmic method and pinhole-array interpolation method, respectively. The range of background DE calcification signals using scatter-uncorrected data was reduced by similar to 80% with scatter-corrected data using algorithmic method. The proposed algorithmic scatter correction method is effective; it has similar or even better performance than pinhole-array interpolation method in scatter correction for DEDM.
引用
收藏
页数:10
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