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Proceedings Paper

Computer-aided mesenteric small vessel segmentation on high-resolution 3D contrast-enhanced CT angiography scans
Author(s): Weidong Zhang; Jiamin Liu; Jianhua Yao; Tan Nguyen; Adeline Louie; Stephen Wank; Ronald M. Summers
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Paper Abstract

Segmentation of the mesenteric vasculature has important applications for evaluation of the small bowel. In particular, it may be useful for small bowel path reconstruction and precise localization of small bowel tumors such as carcinoid. Segmentation of the mesenteric vasculature is very challenging, even for manual labeling, because of the low contrast and tortuosity of the small blood vessels. Many vessel segmentation methods have been proposed. However, most of them are designed for segmenting large vessels. We propose a semi-automated method to extract the mesenteric vasculature on contrast-enhanced abdominal CT scans. First, the internal abdominal region of the body is automatically identified. Second, the major vascular branches are segmented using a multi-linear vessel tracing method. Third, small mesenteric vessels are segmented using multi-view multi-scale vesselness enhancement filters. The method is insensitive to image contrast, variations of vessel shape and small occlusions due to overlapping. The method could automatically detect mesenteric vessels with diameters as small as 1 mm. Compared with the standard-of-reference manually labeled by an expert radiologist, the segmentation accuracy (recall rate) for the whole mesenteric vasculature was 82.3% with a 3.6% false positive rate.

Paper Details

Date Published: 23 February 2012
PDF: 6 pages
Proc. SPIE 8315, Medical Imaging 2012: Computer-Aided Diagnosis, 83151T (23 February 2012); doi: 10.1117/12.911841
Show Author Affiliations
Weidong Zhang, National Institutes of Health Clinical Ctr. (United States)
Jiamin Liu, National Institutes of Health Clinical Ctr. (United States)
Jianhua Yao, National Institutes of Health Clinical Ctr. (United States)
Tan Nguyen, National Institutes of Health Clinical Ctr. (United States)
Adeline Louie, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health (United States)
Stephen Wank, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health (United States)
Ronald M. Summers, National Institutes of Health Clinical Ctr. (United States)


Published in SPIE Proceedings Vol. 8315:
Medical Imaging 2012: Computer-Aided Diagnosis
Bram van Ginneken; Carol L. Novak, Editor(s)

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