Detection of Focal Cortical Dysplasia in MRI Using Textural Features

Loyek C, Woermann FG, Nattkemper TW (2008)
In: Proceedings of BVM 2008. Berlin, Heidelberg: Springer Verlag: 432-436.

Konferenzbeitrag | Veröffentlicht| Englisch
 
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Autor/in
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
Page URI
https://pub.uni-bielefeld.de/record/2018405

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Loyek C, Woermann FG, Nattkemper TW. Detection of Focal Cortical Dysplasia in MRI Using Textural Features. In: Proceedings of BVM 2008. 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. Proceedings of BVM 2008, 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 (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 Proceedings of BVM 2008. 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, 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. Proceedings of BVM 2008. 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. Berlin, Heidelberg: Springer Verlag, 2008. 432-436.

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