Abstract
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 extent they are suitable for detecting lesional tissue. As a result we can show first promising results based on segmentation and texture classification.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Taylor D, Falconer M, Bruton C, et al. Focal dysplasias of the cerebral cortex in epilepsy. J Neurol Neurosurg Psychiatry. 1971;34:369–87.
Tassi L, Colombo N, Garbelli R, et al. Focal cortical dysplasia: Neuropathological subtypes, EEG, neuroimaging and surgical outcome. Brain. 2002;125:1719–32.
Huppertz H, Grimm C, Fauser S, et al. Enhanced visualization of blurred gray-white matter junctions in focal cortical dysplasia by voxel-based 3D MRI analysis. Epilepsy Res. 2005;67:35–50.
Colliot O, Antel S, Naessens V, et al. In vivo profiling of focal cortical dysplasia on high-resolution MRI with computational models. Epilepsia. 2006;47(1):134–42.
Woermann F, Brandt C, Schaumann-von Stosch R. Neuroradiologische Diagnostik in der Epileptologie. Akt Neurol. 2004;31:60–72.
Barkovich A. Pediatric Neuroimaging. Williams + Wilkins, Philadelphia: Lippincott; 2000.
Pratt W. Digital Image Processing. New York: John Wiley & Sons; 1991.
Haralick R, Shanmugam K, Dinstein I, et al. Textural features for image classification. IEEE Trans System Man Cybern. 1973;3(6):610–21.
Galloway M. Texture analysis using gray level run lengths. Comp Graph Image Process. 1975;4:172–9.
Ashburner J, Friston K. Multimodal image coregistration and partitioning: A unified framework. Neuroimage. 1997;6:209–17.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Loyek, C., Woermann, F.G., Nattkemper, T.W. (2008). Detection of Focal Cortical Dysplasia Lesions in MRI Using Textural Features. In: Tolxdorff, T., Braun, J., Deserno, T.M., Horsch, A., Handels, H., Meinzer, HP. (eds) Bildverarbeitung für die Medizin 2008. Informatik aktuell. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78640-5_87
Download citation
DOI: https://doi.org/10.1007/978-3-540-78640-5_87
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-78639-9
Online ISBN: 978-3-540-78640-5
eBook Packages: Computer Science and Engineering (German Language)