2011-08-01
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading
Publication
Publication
Medical Image Analysis , Volume 15 - Issue 4 p. 477- 488
This paper describes an evaluation framework that allows a standardized and objective quantitative comparison of carotid artery lumen segmentation and stenosis grading algorithms. We describe the data repository comprising 56 multi-center, multi-vendor CTA datasets, their acquisition, the creation of the reference standard and the evaluation measures. This framework has been introduced at the MICCAI 2009 workshop 3D Segmentation in the Clinic: A Grand Challenge III, and we compare the results of eight teams that participated. These results show that automated segmentation of the vessel lumen is possible with a precision that is comparable to manual annotation. The framework is open for new submissions through the website http://cls2009.bigr.nl.
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| doi.org/10.1016/j.media.2011.02.004, hdl.handle.net/1765/34299 | |
| Medical Image Analysis | |
| Organisation | Erasmus MC: University Medical Center Rotterdam |
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Hameeteman, K., Zuluaga, M. A., Freiman, M., Joskowicz, L., Cuisenaire, O., Valencia, F., Gülsün, M. A., Krissian, K., Mille, J., Wong, W. C. K., Orkisz, M., Tek, H., Hoyos, M. H., Benmansour, F., Chung, A. C. S., Rozie, S., van Gils, M., van den Borne, L., Sosna, J., … van Walsum, T. (2011). Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. Medical Image Analysis, 15(4), 477–488.https://doi.org/10.1016/j.media.2011.02.004 |
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