Adaptive segmentation of internal brain structures in pathological MR images depending on tumor types

2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings

Volumn , Issue , 2007, Pages 588-591

  Khotanlou, Hassan ^a   Atif, Jamal ^a,c   Angelini, Elsa ^a   Duffau, Hugues ^b   Bloch, Isabelle ^a  

^a INSTITUT TELECOM   (France)

^b GUI DE CHAULIAC HOSPITAL   (France)

^c UNIVERSITÉ DES ANTILLES ET DE LA GUYANE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; MAGNETIC RESONANCE IMAGING; ONCOLOGY; PATHOLOGY;

ANATOMICAL STRUCTURES; INITIAL SEGMENTATION; INTERNAL BRAIN STRUCTURES;

IMAGE SEGMENTATION;

EID: 36348999745     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2007.356920     Document Type: Conference Paper

References (19)

1. P. Kleihues and W. Cavenee, "(eds.) Pathology and genetics of tumours of the nervous system," USA: WHO publications Center, 2000.
2. S.K. Kyriacou and C. Davatzikos, "Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model," IEEE Trans. on Medical Imaging, vol. 18, no. 7, pp. 580-592, 1999.
3. A. Mohamed, D. Shen, and C. Davatzikos, "Deformable registration of brain tumor images via a Statistical model of tumor-induced deformation," in MICCAI, Oct. 2005, pp. 263-270.
4. M. Dawant, S.L. Hartmann, Shiyan Pan, and S. Gadamsetty, "Brain atlas deformation in the presence of small and large space-occupying tumors," Computer Aided Surgery, vol. 7, pp. 1-10, 2002.
5. M. Bach Cuadra, M. De Craene, V. Duay, B. Macq, C. Polio, and J.Ph. Thiran, "Dense deformation field estimation for atlas-based segmentation of pathological MR brain images," Computer Methods and Programs in Biomedicine, vol. 84, no. 2-3, pp. 66-75, 2006.
6. C. Polio, M. Bach Cuadra, O. Cuisenaire, J. Villemure, and J. Ph. Thiran, "Segmentation of brain structures in presence of a space-occupying lesion," Neuroimage, vol. 24, no. 4, pp. 990-996, February 2005.
7. W.L. Nowinski and D. Belov, "Toward atlas-assisted automatic interpretation of MRI morphological brain scans in the presence of tumor," Acad. Radiol., vol. 12, no. 8, pp. 1049-1057, 2005.
8. O. Colliot, O. Camara, and I. Bloch, "Integration of Fuzzy Spatial Relations in Deformable Models - Application to Brain MRI Segmentation," Pattern Recognition, vol. 39, pp. 1401-1414, 2006.
9. H. Khotanlou, O. Colliot, and I. Bloch, "Automatic Brain Tumor Segmentation using Symmetry Analysis and Deformable Models," in ICAPR, Kolkata, India, jan 2007, pp. 198-202.
10. I. Bloch, "Fuzzy Spatial Relationships for Image Processing and Interpretation: A Review," Image and Vision Computing, vol. 23, no. 2, pp. 89-110, 2005.
11. C. Daumas-Duport, "Histological grading of gliomas," Current Opinion in Neurology and neurosurgery, vol. 5, no. 6, pp. 924-931, 1992.
12. J. Atif, C. Hudelot, G. Fouquier, I. Bloch, and E. Angelini, "From Generic Knowledge to Specific Reasoning for Medical Image Interpretation using Graph-based Representations," in IJCAI, Hyderabad, India, jan 2007, pp. 224-229.
13. G. Gerig, M. Jomier, and M. Chakos, "VALMET: a new validation tool for assessing and improving 3D object segmentation," in MICCAI, 2001, vol. 2208, pp. 516-523.
14. A.P. Zijdenbos, B.M. Dawant, Richard A. Margolin, and Andrew C Palmer, "Morphometric analysis of white matter lesions in MR images: Method and validation," IEEE Trans. on Medical Imaging, vol. 13, no. 4, pp. 716-724, 1994.
15. K.R. Swanson, C. Bridge, J.D. Murray, and E.C. Alvord, "Virtual and real brain tumors: using mathematical modeling to quantify glioma growth and invasion," J Neurol Sci, vol. 216, pp. 1-10, 2003.
16. O. Clatz, M. Sermesant, P-Y. Bondiau, H. Delingette, S. K. Warfield, G. Malandain, and N. Ayache, "Realistic simulation of the 3D growth of brain tumors in MR images coupling diffusion with mass effect," IEEE Trans. on Medical Imaging, vol. 24, no. 10, pp. 1334-1346, 2005.
17. E. Mandonnet, J.Y. Delattre, M.L. Tanguy, K.R. Swanson, A.F. Carpentier, H. Duffau, Ph. Cornu, R. Van Effenterre, E.C. Alvord, and L. Capelle, "Continuous growth of mean tumor diameter in a subset of grade II gliomas," Ann Neurol, vol. 53, pp. 524-528, 2003.
18. S. Jbabdi, E. Mandonnet, H. Duffau, L. Capelle, K.R. Swanson, M. Pelegrini-Issac, R. Guillevin, and H. Benali, "Simulation of anisotropic growth of low-grade gliomas using diffusion tensor imaging," Magn Reson Med, vol. 54, pp. 616-624, 2005.
19. H. Duffau, "Lessons from brain mapping in surgery for low-grade glioma: insights into associations between tumour and brain plasticity," Lancet Neurol, vol. 4, pp. 476-486, 2005.