Fully automated segmentation of carotid and vertebral arteries from CTA
logo

Please use this identifier to cite or link to this publication: http://hdl.handle.net/10380/3100
We propose a method for segmenting and labeling the main head and neck vessels (common, internal, external carotid and vertebral arteries) from a contrast enhanced computed tomography angiography (CTA) volume. First, an initial centerline of each vessel is extracted. Next, the vessels are segmented using 3D active objects initialized using the first step. Finally, the true centerline is identified by smoothly deforming it away from the segmented mask edges using a spline-snake.

We focus particularly on the initial centerline extraction technique. It uses a locally adaptive front propagation algorithm that attempts to find the optimal path connecting the ends of the vessel, typically from the lowest image of the scan to the Circle of Willis in the brain. It uses a patient adapted anatomical model of the different vessels both to initialize and constrain this fast marching, thus eliminating the need for manual selection of seed points.

The method is evaluated by applying it to the datasets of the MICCAI 2009 carotid bifurcation challenge, for which this paper is the only fully automatic method submitted.

Reviews
There is no review at this time. Be the first to review this publication!

Quick Comments


Resources
backyellow
Download All
Download Paper , View Paper

Statistics more
backyellow
Global rating: starstarstarstarstar
Review rating: starstarstarstarstar [review]
Paper Quality: plus minus

Information more
backyellow
Categories: Atlas-based segmentation, Segmentation
Keywords: CTA, carotid
Export citation:

Share
backyellow
Share

Linked Publications more
backyellow
Hough Transform Plane Detector Hough Transform Plane Detector
by Borrmann D., Doria D.
A VTK Algorithm for the Computation of the Hausdorff Distance A VTK Algorithm for the Computation of the Hausdorff Distance
by Commandeur F., Velut J., Acosta O.

View license
Loading license...

Send a message to the author
main_flat
Powered by Midas