Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries

O. Colliot; T. Mansi; P. Besson; N. Bernasconi; A. Bernasconi

Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries

O. Colliot^*, T. Mansi, P. Besson, N. Bernasconi, A. Bernasconi

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Abstract

Focal cortical dysplasia (FCD), a malformation of cortical development, is an important cause of intractable epilepsy. On Magnetic Resonance Images (MRI), FCD lesions are difficult to distinguish from healthy cortex and defining their spatial extent is challenging. We previously introduced a method to segment FCD lesions on MRI, relying on a 3D deformable model driven by MR features of FCD. In the present paper, we propose to improve our approach by adding a second evolution step which expands the result towards the cortical boundaries. A quantitative evaluation was performed in 18 FCD patients by comparison with manually traced lesion labels. The proposed approach achieved a strong agreement with the manual labels and substantially improved the results obtained with our previous method.

Original language	English (US)
Title of host publication	2006 3rd IEEE International Symposium on Biomedical Imaging
Subtitle of host publication	From Nano to Macro - Proceedings
Pages	323-326
Number of pages	4
State	Published - 2006
Externally published	Yes
Event	2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Arlington, VA, United States Duration: Apr 6 2006 → Apr 9 2006

Publication series

Name	2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings
Volume	2006

Other

Other	2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro
Country/Territory	United States
City	Arlington, VA
Period	4/6/06 → 4/9/06

ASJC Scopus subject areas

General Engineering

Cite this

Colliot, O., Mansi, T., Besson, P., Bernasconi, N., & Bernasconi, A. (2006). Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries. In 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings (pp. 323-326). Article 1624918 (2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings; Vol. 2006).

@inproceedings{72708ce583524ee8951404e145ae8752,

title = "Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries",

abstract = "Focal cortical dysplasia (FCD), a malformation of cortical development, is an important cause of intractable epilepsy. On Magnetic Resonance Images (MRI), FCD lesions are difficult to distinguish from healthy cortex and defining their spatial extent is challenging. We previously introduced a method to segment FCD lesions on MRI, relying on a 3D deformable model driven by MR features of FCD. In the present paper, we propose to improve our approach by adding a second evolution step which expands the result towards the cortical boundaries. A quantitative evaluation was performed in 18 FCD patients by comparison with manually traced lesion labels. The proposed approach achieved a strong agreement with the manual labels and substantially improved the results obtained with our previous method.",

author = "O. Colliot and T. Mansi and P. Besson and N. Bernasconi and A. Bernasconi",

note = "Copyright: Copyright 2008 Elsevier B.V., All rights reserved.; 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro ; Conference date: 06-04-2006 Through 09-04-2006",

year = "2006",

language = "English (US)",

isbn = "0780395778",

series = "2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings",

pages = "323--326",

booktitle = "2006 3rd IEEE International Symposium on Biomedical Imaging",

}

Colliot, O, Mansi, T, Besson, P, Bernasconi, N & Bernasconi, A 2006, Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries. in 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings., 1624918, 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings, vol. 2006, pp. 323-326, 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Arlington, VA, United States, 4/6/06.

Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries. / Colliot, O.; Mansi, T.; Besson, P. et al.
2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. 2006. p. 323-326 1624918 (2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings; Vol. 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries

AU - Colliot, O.

AU - Mansi, T.

AU - Besson, P.

AU - Bernasconi, N.

AU - Bernasconi, A.

PY - 2006

Y1 - 2006

N2 - Focal cortical dysplasia (FCD), a malformation of cortical development, is an important cause of intractable epilepsy. On Magnetic Resonance Images (MRI), FCD lesions are difficult to distinguish from healthy cortex and defining their spatial extent is challenging. We previously introduced a method to segment FCD lesions on MRI, relying on a 3D deformable model driven by MR features of FCD. In the present paper, we propose to improve our approach by adding a second evolution step which expands the result towards the cortical boundaries. A quantitative evaluation was performed in 18 FCD patients by comparison with manually traced lesion labels. The proposed approach achieved a strong agreement with the manual labels and substantially improved the results obtained with our previous method.

AB - Focal cortical dysplasia (FCD), a malformation of cortical development, is an important cause of intractable epilepsy. On Magnetic Resonance Images (MRI), FCD lesions are difficult to distinguish from healthy cortex and defining their spatial extent is challenging. We previously introduced a method to segment FCD lesions on MRI, relying on a 3D deformable model driven by MR features of FCD. In the present paper, we propose to improve our approach by adding a second evolution step which expands the result towards the cortical boundaries. A quantitative evaluation was performed in 18 FCD patients by comparison with manually traced lesion labels. The proposed approach achieved a strong agreement with the manual labels and substantially improved the results obtained with our previous method.

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M3 - Conference contribution

AN - SCOPUS:33750951685

SN - 0780395778

SN - 9780780395770

T3 - 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings

SP - 323

EP - 326

BT - 2006 3rd IEEE International Symposium on Biomedical Imaging

T2 - 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro

Y2 - 6 April 2006 through 9 April 2006

ER -

Colliot O, Mansi T, Besson P, Bernasconi N, Bernasconi A. Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries. In 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. 2006. p. 323-326. 1624918. (2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings).

Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries

Abstract

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ASJC Scopus subject areas

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