Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

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

doi:10.1016/j.media.2011.02.004

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

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. BermanN. 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

^*Corresponding author for this work

The Rachel and Selim Benin School of Engineering and Computer Science

Research output: Contribution to journal › Article › peer-review

70 Scopus citations

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 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.

Original language	English
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
State	Published - Aug 2011

Bibliographical note

Funding Information:
Reinhard Hameeteman, Wiro Niessen and Theo van Walsum are supported by the Stichting voor de Technische Wetenschappen (STW) of The Netherlands Organization for Scientific Research (NWO). Aad van der Lugt is supported by Netherlands Organization for Health Research and Development (NWO-KF Grant 907-00-122 ) and The Dutch Heart Foundation (Grant 2007B161 ).

Keywords

CTA
Carotid
Evaluation framework
Lumen segmentation
Stenosis grading

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Hameeteman, K., Zuluaga, M. A., Freiman, M., Joskowicz, L., Cuisenaire, O., Valencia, L. 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

@article{91d5dfafdd6d4d9f840d2f02fcdeb041,

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 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.",

keywords = "CTA, Carotid, Evaluation framework, Lumen segmentation, Stenosis grading",

author = "K. Hameeteman and Zuluaga, {M. A.} and M. Freiman and L. Joskowicz and O. Cuisenaire and Valencia, {L. Fl{\'o}rez} and G{\"u}ls{\"u}n, {M. A.} and K. Krissian and J. Mille and Wong, {W. C.K.} and M. Orkisz and H. Tek and Hoyos, {M. Hern{\'a}ndez} and F. Benmansour and Chung, {A. C.S.} and S. Rozie and {van Gils}, M. and {van den Borne}, L. and J. Sosna and P. Berman and N. Cohen and Douek, {P. C.} and I. S{\'a}nchez and M. Aissat and M. Schaap and Metz, {C. T.} and Krestin, {G. P.} and {van der Lugt}, A. and Niessen, {W. J.} and {Van Walsum}, T.",

note = "Funding Information: Reinhard Hameeteman, Wiro Niessen and Theo van Walsum are supported by the Stichting voor de Technische Wetenschappen (STW) of The Netherlands Organization for Scientific Research (NWO). Aad van der Lugt is supported by Netherlands Organization for Health Research and Development (NWO-KF Grant 907-00-122 ) and The Dutch Heart Foundation (Grant 2007B161 ).",

year = "2011",

month = aug,

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

language = "אנגלית",

volume = "15",

pages = "477--488",

journal = "Medical Image Analysis",

issn = "1361-8415",

publisher = "Elsevier B.V.",

number = "4",

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Hameeteman, K, Zuluaga, MA, Freiman, M, Joskowicz, L, Cuisenaire, O, Valencia, LF, Gülsün, MA, Krissian, K, Mille, J, Wong, WCK, Orkisz, M, Tek, H, Hoyos, MH, Benmansour, F, Chung, ACS, Rozie, S, van Gils, M, van den Borne, L, Sosna, J, Berman, P, Cohen, N, Douek, PC, Sánchez, I, Aissat, M, Schaap, M, Metz, CT, Krestin, GP, van der Lugt, A, Niessen, WJ & 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, K.

AU - Zuluaga, M. A.

AU - Freiman, M.

AU - Joskowicz, L.

AU - Cuisenaire, O.

AU - Valencia, L. Flórez

AU - Gülsün, M. A.

AU - Krissian, K.

AU - Mille, J.

AU - Wong, W. C.K.

AU - Orkisz, M.

AU - Tek, H.

AU - Hoyos, M. Hernández

AU - Benmansour, F.

AU - Chung, A. C.S.

AU - Rozie, S.

AU - van Gils, M.

AU - van den Borne, L.

AU - Sosna, J.

AU - Berman, P.

AU - Cohen, N.

AU - Douek, P. C.

AU - Sánchez, I.

AU - Aissat, M.

AU - Schaap, M.

AU - Metz, C. T.

AU - Krestin, G. P.

AU - van der Lugt, A.

AU - Niessen, W. J.

AU - Van Walsum, T.

N1 - Funding Information: Reinhard Hameeteman, Wiro Niessen and Theo van Walsum are supported by the Stichting voor de Technische Wetenschappen (STW) of The Netherlands Organization for Scientific Research (NWO). Aad van der Lugt is supported by Netherlands Organization for Health Research and Development (NWO-KF Grant 907-00-122 ) and The Dutch Heart Foundation (Grant 2007B161 ).

PY - 2011/8

Y1 - 2011/8

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 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.

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 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.

KW - CTA

KW - Carotid

KW - Evaluation framework

KW - Lumen segmentation

KW - Stenosis grading

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AN - SCOPUS:79958773430

SN - 1361-8415

VL - 15

SP - 477

EP - 488

JO - Medical Image Analysis

JF - Medical Image Analysis

IS - 4

ER -

Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading

Abstract

Bibliographical note

Keywords

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