Detection of Focal Cortical Dysplasia in MRI Using Textural Features

Loyek C, Woermann FG, Nattkemper TW (2008)
In: Proceedings of BVM 2008. Tolxdorff T (Ed); Informatik aktuell. Berlin, Heidelberg: Springer Verlag: 432-436.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Herausgeber*in
Tolxdorff, Thomas
Abstract / Bemerkung
Focal cortical dysplasia (FCD) is a frequent cause of medically refractory partial epilepsy. The visual identification of FCD lesions on magnetic resonance images (MRI) is a challenging task in standard radiological analysis. Quantitative image analysis which tries to assist in the diagnosis of FCD lesions is an active field of research. In this work we investigate the potential of different texture features, in order to explore to what extend they are suitable for detecting lesional tissue. As a result we can show first promising results on segmentation and texture classification.
Stichworte
Focal Cortical Dysplasia; MRI; SVM; textural features; classification; brain lesion
Erscheinungsjahr
2008
Titel des Konferenzbandes
Proceedings of BVM 2008
Seite(n)
432-436
ISBN
9783540786399
ISSN
1431-472X
Page URI
https://pub.uni-bielefeld.de/record/2018405

Zitieren

Loyek C, Woermann FG, Nattkemper TW. Detection of Focal Cortical Dysplasia in MRI Using Textural Features. In: Tolxdorff T, ed. Proceedings of BVM 2008. Informatik aktuell. Berlin, Heidelberg: Springer Verlag; 2008: 432-436.
Loyek, C., Woermann, F. G., & Nattkemper, T. W. (2008). Detection of Focal Cortical Dysplasia in MRI Using Textural Features. In T. Tolxdorff (Ed.), Informatik aktuell. Proceedings of BVM 2008 (pp. 432-436). Berlin, Heidelberg: Springer Verlag. doi:10.1007/978-3-540-78640-5_87
Loyek, C., Woermann, F. G., and Nattkemper, T. W. (2008). “Detection of Focal Cortical Dysplasia in MRI Using Textural Features” in Proceedings of BVM 2008, Tolxdorff, T. ed. Informatik aktuell (Berlin, Heidelberg: Springer Verlag), 432-436.
Loyek, C., Woermann, F.G., & Nattkemper, T.W., 2008. Detection of Focal Cortical Dysplasia in MRI Using Textural Features. In T. Tolxdorff, ed. Proceedings of BVM 2008. Informatik aktuell. Berlin, Heidelberg: Springer Verlag, pp. 432-436.
C. Loyek, F.G. Woermann, and T.W. Nattkemper, “Detection of Focal Cortical Dysplasia in MRI Using Textural Features”, Proceedings of BVM 2008, T. Tolxdorff, ed., Informatik aktuell, Berlin, Heidelberg: Springer Verlag, 2008, pp.432-436.
Loyek, C., Woermann, F.G., Nattkemper, T.W.: Detection of Focal Cortical Dysplasia in MRI Using Textural Features. In: Tolxdorff, T. (ed.) Proceedings of BVM 2008. Informatik aktuell. p. 432-436. Springer Verlag, Berlin, Heidelberg (2008).
Loyek, Christian, Woermann, Friedrich G., and Nattkemper, Tim Wilhelm. “Detection of Focal Cortical Dysplasia in MRI Using Textural Features”. Proceedings of BVM 2008. Ed. Thomas Tolxdorff. Berlin, Heidelberg: Springer Verlag, 2008. Informatik aktuell. 432-436.

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