Document Detail


Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading.
MedLine Citation:
PMID:  21419689     Owner:  NLM     Status:  Publisher    
Abstract/OtherAbstract:
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.
Authors:
K Hameeteman; M A Zuluaga; M Freiman; L Joskowicz; O Cuisenaire; L Flórez Valencia; M A Gülsün; K Krissian; J Mille; W C K Wong; M Orkisz; H Tek; M Hernández Hoyos; F Benmansour; A C S Chung; S Rozie; M van Gils; L van den Borne; J Sosna; P Berman; N Cohen; P C Douek; I Sánchez; M Aissat; M Schaap; C T Metz; G P Krestin; A van der Lugt; W J Niessen; T van Walsum
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Publication Detail:
Type:  JOURNAL ARTICLE     Date:  2011-2-17
Journal Detail:
Title:  Medical image analysis     Volume:  -     ISSN:  1361-8423     ISO Abbreviation:  -     Publication Date:  2011 Feb 
Date Detail:
Created Date:  2011-3-22     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  9713490     Medline TA:  Med Image Anal     Country:  -    
Other Details:
Languages:  ENG     Pagination:  -     Citation Subset:  -    
Copyright Information:
Copyright © 2011 Elsevier B.V. All rights reserved.
Affiliation:
Biomedical Imaging Group Rotterdam, Departments of Radiology & Medical Informatics, Erasmus MC, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands.
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