Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

Krijn Hameeteman; MA Zuluaga; M Freiman; L Joskowicz; O Cuisenaire; LF Valencia; MA Gulsun; K Krissian; J Mille; WCK Wong; M Orkisz; H Tek; MH Hoyos; F Benmansour; ACS Chung; Sietske Rozie; Marjon Gils; L Borne; J Sosna; P Berman; N Cohen; PC Douek; I Sanchez; M Aissat; Michiel Schaap; Coert Metz; Gabriel Krestin; Aad van der Lugt; Wiro Niessen; Theo van Walsum

doi:10.1016/j.media.2011.02.004

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

Krijn Hameeteman, MA Zuluaga, M Freiman, L Joskowicz, O Cuisenaire, LF Valencia, MA Gulsun, K Krissian, J Mille, WCK Wong, M Orkisz, H Tek, MH Hoyos, F Benmansour, ACS Chung, Sietske Rozie, Marjon Gils, L Borne, J Sosna, P BermanN Cohen, PC Douek, I Sanchez, M Aissat, Michiel Schaap, Coert Metz, Gabriel Krestin, Aad van der Lugt, Wiro Niessen, Theo van Walsum

Radiology & Nuclear Medicine

Research output: Contribution to journal › Article › Academic

69 Citations (Scopus)

Abstract

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 111, 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. (C) 2011 Elsevier B.V. All rights reserved.

Original language	Undefined/Unknown
Pages (from-to)	477-488
Number of pages	12
Journal	Medical Image Analysis
Volume	15
Issue number	4
DOIs	https://doi.org/10.1016/j.media.2011.02.004
Publication status	Published - 2011

Research programs

EMC COEUR-09
EMC NIHES-03-30-01
EMC NIHES-03-30-03

Access to Document

10.1016/j.media.2011.02.004

http://hdl.handle.net/1765/34299

Cite this

Hameeteman, K., Zuluaga, MA., Freiman, M., Joskowicz, L., Cuisenaire, O., Valencia, LF., Gulsun, MA., Krissian, K., Mille, J., Wong, WCK., Orkisz, M., Tek, H., Hoyos, MH., Benmansour, F., Chung, ACS., Rozie, S., Gils, M., 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

@article{b12e37d39bab41b29cc8468cc7dde996,

title = "Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading",

abstract = "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 111, 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. (C) 2011 Elsevier B.V. All rights reserved.",

author = "Krijn Hameeteman and MA Zuluaga and M Freiman and L Joskowicz and O Cuisenaire and LF Valencia and MA Gulsun and K Krissian and J Mille and WCK Wong and M Orkisz and H Tek and MH Hoyos and F Benmansour and ACS Chung and Sietske Rozie and Marjon Gils and L Borne and J Sosna and P Berman and N Cohen and PC Douek and I Sanchez and M Aissat and Michiel Schaap and Coert Metz and Gabriel Krestin and {van der Lugt}, Aad and Wiro Niessen and {van Walsum}, Theo",

year = "2011",

doi = "10.1016/j.media.2011.02.004",

language = "Undefined/Unknown",

volume = "15",

pages = "477--488",

journal = "Medical Image Analysis",

issn = "1361-8415",

publisher = "Elsevier",

number = "4",

}

Hameeteman, K, Zuluaga, MA, Freiman, M, Joskowicz, L, Cuisenaire, O, Valencia, LF, Gulsun, MA, Krissian, K, Mille, J, Wong, WCK, Orkisz, M, Tek, H, Hoyos, MH, Benmansour, F, Chung, ACS, Rozie, S, Gils, M, Borne, L, Sosna, J, Berman, P, Cohen, N, Douek, PC, Sanchez, I, Aissat, M, Schaap, M, Metz, C, Krestin, G , van der Lugt, A , Niessen, W & van Walsum, T 2011, 'Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading', Medical Image Analysis, vol. 15, no. 4, pp. 477-488. https://doi.org/10.1016/j.media.2011.02.004

TY - JOUR

T1 - Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

AU - Hameeteman, Krijn

AU - Zuluaga, MA

AU - Freiman, M

AU - Joskowicz, L

AU - Cuisenaire, O

AU - Valencia, LF

AU - Gulsun, MA

AU - Krissian, K

AU - Mille, J

AU - Wong, WCK

AU - Orkisz, M

AU - Tek, H

AU - Hoyos, MH

AU - Benmansour, F

AU - Chung, ACS

AU - Rozie, Sietske

AU - Gils, Marjon

AU - Borne, L

AU - Sosna, J

AU - Berman, P

AU - Cohen, N

AU - Douek, PC

AU - Sanchez, I

AU - Aissat, M

AU - Schaap, Michiel

AU - Metz, Coert

AU - Krestin, Gabriel

AU - van der Lugt, Aad

AU - Niessen, Wiro

AU - van Walsum, Theo

PY - 2011

Y1 - 2011

N2 - 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 111, 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. (C) 2011 Elsevier B.V. All rights reserved.

AB - 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 111, 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. (C) 2011 Elsevier B.V. All rights reserved.

U2 - 10.1016/j.media.2011.02.004

DO - 10.1016/j.media.2011.02.004

M3 - Article

SN - 1361-8415

VL - 15

SP - 477

EP - 488

JO - Medical Image Analysis

JF - Medical Image Analysis

IS - 4

ER -