Deformable Registration of Supine and Prone Colons for CT Colonography

نویسندگان

  • Jung W. Suh
  • Christopher L. Wyatt
چکیده

CT colonography (CTC) is a minimally invasive screening technique for colorectal polyps and colon cancer. Most CTC protocols acquire both prone and supine images to improve the visualization of the lumen wall, reduce false positives, and improve sensitivity. Comparisons between the prone and supine images can be facilitated by computerized registration between the scans. In this paper, an algorithm for registering colons segmented from prone and supine images is presented. The algorithm uses feature matching of the colon centerline and a modified version of the demons deformable registration algorithm to define a deformation field between the prone and supine lumen surface. Experimental registration results, when used to determine polyp correspondence between prone and supine images, show an accuracy of 13.77±6.20 mm over 21 datasets with an average Jaccard similarity coefficient of 0.915±0.07.

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تاریخ انتشار 2007