Segmentation of focal cortical dysplasia lesions on MRI using level set evolution

NeuroImage

Volumn 32, Issue 4, 2006, Pages 1621-1630

  Colliot, O ^a   Mansi, T ^a   Bernasconi, N ^a   Naessens, V ^a   Klironomos, D ^a   Bernasconi, A ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

Deformable models; Epilepsy; Focal cortical dysplasia; Level sets; Magnetic resonance imaging

Indexed keywords

ADULT; ARTICLE; BRAIN CORTEX; BRAIN DEVELOPMENT; BRAIN INJURY; CLINICAL ARTICLE; CORTICAL DYSPLASIA; EPILEPSY; EVOLUTION; FEMALE; FOCAL EPILEPSY; HIGH RISK PATIENT; HISTOPATHOLOGY; HUMAN; INTRACTABLE EPILEPSY; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; THICKNESS; TISSUE SECTION;

ADULT; ALGORITHMS; CEREBRAL CORTEX; DATA INTERPRETATION, STATISTICAL; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MODELS, STATISTICAL;

EID: 33748305595     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2006.04.225     Document Type: Article

References (36)

1. Adalsteinsson D., and Sethian J. A fast level set method for propagating interfaces. J. Computat. Phys. (1995) 269-277
2. Antel S., Bernasconi A., Bernasconi N., Collins D., Kearney R., Shinghal R., and Arnold D. Computational models of MRI characteristics of focal cortical dysplasia improve lesion detection. NeuroImage 17 4 (2002) 1755-1760
3. Antel S., Collins D., Bernasconi N., Andermann F., Shinghal R., Kearney R., Arnold D., and Bernasconi A. Automated detection of focal cortical dysplasia lesions using computational models of their MRI characteristics and texture analysis. NeuroImage 19 4 (2003) 1748-1759
4. Barkovich A., and Kuzniecky R. Neuroimaging of focal malformations of cortical development. J. Clin. Neurophysiol. 13 6 (1996) 481-494
5. Barkovich A.J., Kuzniecky R.I., Jackson G.D., Guerrini R., and Dobyns W.B. Classification system for malformations of cortical development: update 2001. Neurology 57 12 (2001) 2168-2178
6. Bernasconi A., Antel S., Collins D., Bernasconi N., Olivier A., Dubeau F., Pike G., Andermann F., and Arnold D. Texture analysis and morphological processing of magnetic resonance imaging assist detection of focal cortical dysplasia in extra-temporal partial epilepsy. Ann. Neurol. 49 6 (2001) 770-775
7. Cohen-Gadol A., Ozduman K., Bronen R., Kim J., and Spencer D. Long-term outcome after epilepsy surgery for focal cortical dysplasia. J. Neurosurg. 101 (2004) 55-65
8. Collins D., Neelin P., Peters T., and Evans A. Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. J. Comput. Assist. Tomogr. 18 (1994) 192-205
9. Colliot O., Mansi T., Bernasconi N., Naessens V., Klironomos D., and Bernasconi A. Segmentation of focal cortical dysplasia lesions using a feature-based level set. In: Duncan J., and Gerig G. (Eds). Proc. Medical Image Computing and Computer-Assisted Intervention MICCAI 2005. Lecture Notes in Computer Science vol. 3749 (2005), Springer, Palm Springs, CA, USA 375-382
10. Colliot O., Bernasconi N., Khalili N., Antel S., Naessens V., and Bernasconi A. Individual voxel-based analysis of gray matter in focal cortical dysplasia. NeuroImage 29 1 (2006) 162-171
11. Engel J. Surgery for seizures. N. Engl. J. Med. 334 10 (1996) 647-652
12. Frater J., Prayson R., Morris III H., and Bingaman W. Surgical pathologic findings of extratemporal-based intractable epilepsy: a study of 133 consecutive resections. Arch. Pathol. Lab. Med. 124 4 (2000) 545-549
13. Ho S., Bullit E., and Gerig G. Level-set evolution with region competition: automatic 3-D segmentation of brain tumors. Proc. International Conference on Pattern Recognition ICPR 2002 vol. 1 (2002) 532-535
14. Jones S., Buchbinder B., and Aharon I. Three-dimensional mapping of cortical thickness using Laplace's equation. Hum. Brain Mapp. 11 1 (2000) 12-32
15. Kassubek J., Huppertz H., Spreer J., and Schulze-Bonhage A. Detection and localization of focal cortical dysplasia by voxel-based 3-D MRI analysis. Epilepsia 43 (2002) 596-602
16. Kelemen A., Szekely G., and Gerig G. Elastic model-based segmentation of 3D neuroradiological data sets. IEEE Trans. Med. Imag. 18 10 (1999) 828-839
17. Krissian K., and Westin C.-F. Fast sub-voxel re-initialization of the distance map for level set methods. Pattern Recogn. Lett. 26 (2005) 1532-1542
18. MacDonald D., Kabani N., Avis D., and Evans A. Automated 3D extraction of inner and outer surfaces of cerebral cortex from MRI. NeuroImage 12 3 (2000) 340-356
19. McInerney T., and Terzopoulos D. Deformable models in medical image analysis: a survey. Med. Image Anal. 1 2 (1996) 91-108
20. Osher S., and Sethian J. Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulation. J. Comput. Phys. 79 (1988) 12-49
21. Palmini A., Andermann F., Olivier A., Tampieri D., Robitaille Y., Andermann E., et al. Focal neuronal migration disorders and intractable partial epilepsy: a study of 30 patients. Ann. Neurol. 30 (1991) 741-749 (Review)
22. Palmini A., Najm I., Avanzini G., Babb T., Guerrini R., Foldvary-Schæfer N., Jackson G., Lüders H., Prayson R., Spreafico R., and Vinters H. Terminology and classification of the cortical dysplasias. Neurology 62 (2004) S2-S8
23. Prayson R., Spreafico R., and Vinters H. Pathologic characteristics of the cortical dysplasias. Neurosurg. Clin. N Am. 13 1 (2002) 17-25
24. Sethian J. Level-Set Methods and Fast Marching Methods. 2nd ed. (1999), Cambridge University Press
25. Shen D., Moffat S., Resnick S., and Davatzikos C. Measuring size and shape of the hippocampus in MR images using a deformable shape model. NeuroImage 15 (2002) 422-434
26. Sisodiya S. Surgery for malformations of cortical development causing epilepsy. Brain 123 (2000) 1075-1091
27. Sisodiya S. Surgery for focal cortical dysplasia. Brain 127 (2004) 2383-2384
28. Sled J., Zijdenbos A., and Evans A. A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans. Med. Imag. 17 1 (1998) 87-97
29. Smith S. Fast robust automated brain extraction. Hum. Brain Mapp. 17 3 (Nov. 2002) 143-155
30. Tassi L., Colombo N., Garbelli R., Francione S., Lo Russo G., Mai R., Cardinale F., Cossu M., Ferrario A., Galli C., Bramerio M., Citterio A., and Spreafico R. Focal cortical dysplasia: neuropathological subtypes, EEG, neuroimaging and surgical outcome. Brain 125 Pt 8 (2002) 1719-1732
31. Taylor D., Falconer M., Bruton C., and Corsellis J. Focal dysplasia of the cerebral cortex in epilepsy. J. Neurol. Neurosurg. Psychiatry 34 (1971) 369-387
32. Wilke M., Kassubek J., Ziyeh S., Schulze-Bonhage A., and Huppertz H. Automated detection of gray matter malformations using optimized voxel-based morphometry: a systematic approach. NeuroImage 20 1 (2003) 330-343
33. Xu C., and Prince J. Snakes, shapes and gradient vector flow. IEEE Trans. Image Process. 7 3 (1998) 359-369
34. Zeng X., Staib L., Schultz R., and Duncan J. Segmentation and measurement of the cortex from 3-D MR images using coupled-surfaces propagation. IEEE Trans. Med. Imag. 18 10 (1999) 927-937
35. Zhu S., and Yuille A. Region competition: unifying snakes, region growing, and Bayes/MDL for multiband image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 18 9 (1996) 884-900
36. Zijdenbos A., Dawant B., Margolin R., and Palmer A. Morphometric analysis of white matter lesions in MR images: method and validation. IEEE Trans. Med. Imag. 13 4 (1994) 716-724