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

Eur Radiol. 2016 Jul;26(7):2039-46. doi: 10.1007/s00330-015-4044-1. Epub 2015 Oct 31.

Abstract

Purpose: 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).

Materials and methods: 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.

Results: 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).

Conclusions: 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.

Key points: • PICCS-MAR significantly reduces streak artefacts associated with total hip arthroplasty on 2D and 3D CTC. • PICCS-MAR significantly improves 2D and 3D CTC image quality and diagnostic confidence. • PICCS-MAR can be applied retrospectively to DICOM images from single-kVp CT.

Keywords: CT; CT colonography; Computed tomography; Metal artefact reduction; Total hip arthroplasty.

MeSH terms

  • Aged
  • Aged, 80 and over
  • Algorithms
  • Arthroplasty, Replacement, Hip
  • Artifacts*
  • Colonography, Computed Tomographic / methods*
  • Colonography, Computed Tomographic / standards
  • Data Compression*
  • Female
  • Hip Joint / diagnostic imaging*
  • Hip Prosthesis*
  • Humans
  • Imaging, Three-Dimensional / methods
  • Male
  • Metals
  • Middle Aged
  • Quality Improvement
  • Radiographic Image Enhancement / methods*
  • Radiographic Image Interpretation, Computer-Assisted / methods
  • Reproducibility of Results
  • Retrospective Studies

Substances

  • Metals