A post-reconstruction method to correct cupping artifacts in cone beam breast computed tomography

被引:61
作者
Altunbas, M. C. [1 ]
Shaw, C. C. [1 ]
Chen, L. [1 ]
Lai, C. [1 ]
Liu, X. [1 ]
Han, T. [1 ]
Wang, T. [1 ]
机构
[1] Univ Texas, MD Anderson Canc Ctr, Dept Imaging Phys, Digital Imaging Res Lab, Houston, TX 77030 USA
关键词
cone beam computed tomography; cupping artifact; background nonuniformity; breast CT;
D O I
10.1118/1.2748106
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
In cone beam breast computed tomography (CT), scattered radiation leads to nonuniform biasing of CT numbers known as a cupping artifact. Besides being visual distractions, cupping artifacts appear as background nonuniformities, which impair efficient gray scale windowing and pose a problem in threshold based volume visualization/segmentation. To overcome this problem, we have developed a background nonuniformity correction method specifically designed for cone beam breast CT. With this technique, the cupping artifact is modeled as an additive background signal profile in the reconstructed breast images. Due to the largely circularly symmetric shape of a typical breast, the additive background signal profile was also assumed to be circularly symmetric. The radial variation of the background signals was estimated by measuring the spatial variation of adipose tissue signals in front view breast images. To extract adipose tissue signals in an automated manner, a signal sampling scheme in polar coordinates and a background trend fitting algorithm were implemented. The background fits compared with targeted adipose tissue signal value (constant throughout the breast volume) to get an additive correction value for each tissue voxel. To test the accuracy, we applied the technique to cone beam CT images of mastectomy specimens. After correction, the images demonstrated significantly improved signal uniformity in both front and side view slices. The reduction of both intraslice and interslice variations in adipose tissue CT numbers supported our observations. (C) 2007 American Association of Physicists in Medicine.
引用
收藏
页码:3109 / 3118
页数:10
相关论文
共 27 条
[1]   Effects of scattered radiation and beam quality on low contrast performance in cone beam breast CT - art. no. 614236 [J].
Altunbas, M. Cem ;
Shaw, Chris ;
Chen, Lingyun ;
Wang, Tianpeng ;
Tu, Shuju .
Medical Imaging 2006: Physics of Medical Imaging, Pts 1-3, 2006, 6142 :14236-14236
[2]   Multidimensional smoothing using orthogonal expansions [J].
Anastasio, MA ;
Pan, XC ;
Kao, CM .
IEEE SIGNAL PROCESSING LETTERS, 1999, 6 (04) :91-94
[3]   Potential of software-based scatter corrections in cone-beam volume CT [J].
Bertram, M ;
Wiegert, J ;
Rose, G .
MEDICAL IMAGING 2005: PHYSICS OF MEDICAL IMAGING, PTS 1 AND 2, 2005, 5745 :259-270
[4]   Scatter correction for cone-beam computed tomography using simulated object models - art. no. 61421C [J].
Bertram, Matthias ;
Wiegert, Jens ;
Rose, Georg .
Medical Imaging 2006: Physics of Medical Imaging, Pts 1-3, 2006, 6142 :C1421-C1421
[5]   Dedicated breast CT: Radiation dose and image quality evaluation [J].
Boone, JM ;
Nelson, TR ;
Lindfors, KK ;
Seibert, JA .
RADIOLOGY, 2001, 221 (03) :657-667
[6]   Scatter correction using beam stop array algorithm for cone-beam CT breast imaging - art. no. 61423E [J].
Cai, Weixing ;
Ning, Ruola ;
Conover, David .
Medical Imaging 2006: Physics of Medical Imaging, Pts 1-3, 2006, 6142 :E1423-E1423
[7]   Cone-beam volume CT breast imaging: Feasibility study [J].
Chen, B ;
Ning, R .
MEDICAL PHYSICS, 2002, 29 (05) :755-770
[8]   A volume-of-interest (VOI) scanning technique for cone beam breast CT [J].
Chen, L ;
Shaw, C ;
Altunbas, M ;
Wang, T ;
Tu, S ;
Lai, C ;
Liu, X .
MEDICAL PHYSICS, 2005, 32 (06) :2064-2065
[9]   PRACTICAL CONE-BEAM ALGORITHM [J].
FELDKAMP, LA ;
DAVIS, LC ;
KRESS, JW .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1984, 1 (06) :612-619
[10]   Microcalcification detection using cone-beam CT mammography with a flat-panel imager [J].
Gong, X ;
Vedula, AA ;
Glick, SJ .
PHYSICS IN MEDICINE AND BIOLOGY, 2004, 49 (11) :2183-2195