Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading - Archive ouverte HAL
Article Dans Une Revue Medical Image Analysis Année : 2011

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

Olivier Cuisenaire
  • Fonction : Auteur
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S. Rozie
  • Fonction : Auteur
I. Sanchez
  • Fonction : Auteur
M. Aissat
  • Fonction : Auteur

Résumé

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. The final accepted version of this paper is published in Medical Image Analysis, vol 15(4) ,doi:10.1016/j.media.2011.02.004

Dates et versions

hal-00614145 , version 1 (09-08-2011)

Identifiants

Citer

K. Hameeteman, M. A. Zuluaga, M. Freiman, L. Joskowicz, Olivier Cuisenaire, et al.. Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. Medical Image Analysis, 2011, 15 (4), pp.477-488. ⟨10.1016/j.media.2011.02.004⟩. ⟨hal-00614145⟩
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