Prior Image Constrained Compressed Sensing Metal Artifact Reduction (PICCS-MAR): 2D and 3D Image Quality Improvement with Hip Prostheses at CT Colonography

被引:18
作者
Bannas, Peter [1 ,2 ]
Li, Yinsheng [3 ]
Motosugi, Utaroh [1 ,4 ]
Li, Ke [1 ,3 ]
Lubner, Meghan [1 ]
Chen, Guang-Hong [1 ,3 ]
Pickhardt, Perry J. [1 ]
机构
[1] Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53706 USA
[2] Univ Med Ctr Hamburg Eppendorf, Dept Radiol, Martinistr 52, D-20246 Hamburg, Germany
[3] Univ Wisconsin, Dept Med Phys, Sch Med & Publ Hlth, 1530 Med Sci Ctr, Madison, WI 53706 USA
[4] Univ Yamanashi, Dept Radiol, Kofu, Yamanashi, Japan
关键词
Metal artefact reduction; Computed tomography; CT; CT colonography; Total hip arthroplasty; DUAL-ENERGY CT; COMPUTED-TOMOGRAPHY; VIVO EVALUATION; ALGORITHM; IMPLANTS; RECONSTRUCTIONS; SCANNERS; ABDOMEN; NOISE;
D O I
10.1007/s00330-015-4044-1
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
To assess the effect of the prior-image-constrained-compressed-sensing-based metal-artefact-reduction (PICCS-MAR) algorithm on streak artefact reduction and 2D and 3D-image quality improvement in patients with total hip arthroplasty (THA) undergoing CT colonography (CTC). PICCS-MAR was applied to filtered-back-projection (FBP)-reconstructed DICOM CTC-images in 52 patients with THA (unilateral, n = 30; bilateral, n = 22). For FBP and PICCS-MAR series, ROI-measurements of CT-numbers were obtained at predefined levels for fat, muscle, air, and the most severe artefact. Two radiologists independently reviewed 2D and 3D CTC-images and graded artefacts and image quality using a five-point-scale (1 = severe streak/no-diagnostic confidence, 5 = no streak/excellent image-quality, high-confidence). Results were compared using paired and unpaired t-tests and Wilcoxon signed-rank and Mann-Whitney-tests. Streak artefacts and image quality scores for FBP versus PICCS-MAR 2D-images (median: 1 vs. 3 and 2 vs. 3, respectively) and 3D images (median: 2 vs. 4 and 3 vs. 4, respectively) showed significant improvement after PICCS-MAR (all P < 0.001). PICCS-MAR significantly improved the accuracy of mean CT numbers for fat, muscle and the area with the most severe artefact (all P < 0.001). PICCS-MAR substantially reduces streak artefacts related to THA on DICOM images, thereby enhancing visualization of anatomy on 2D and 3D CTC images and increasing diagnostic confidence. aEuro cent PICCS-MAR significantly reduces streak artefacts associated with total hip arthroplasty on 2D and 3D CTC. aEuro cent PICCS-MAR significantly improves 2D and 3D CTC image quality and diagnostic confidence. aEuro cent PICCS-MAR can be applied retrospectively to DICOM images from single-kVp CT.
引用
收藏
页码:2039 / 2046
页数:8
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