61 3.3.1 Acquisition des données et prétraitement, p.62 ,
65 3.4.1 Méthodes d´évaluation des résultats de parcellisation . . 65 3.4.2 Résultats sur les données simulées, p.73 ,
A nested cortex parcellation combining analysis of MEG forward problem and diffusion MRI tractography, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 2012. ,
DOI : 10.1109/ISBI.2012.6235599
URL : https://hal.archives-ouvertes.fr/hal-00662776
Study of the brain connectivity in an Immersive Space. Association Française de Réalité Virtuelle, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00760084
Tractography via the ensemble average propagator in diffusion MRI. Medical Image Computing and Computer-Assisted Intervention, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00727797
Cortex parcellation as prior knowledge for the MEG inverse problem, International Symposium on Biomedical Imaging, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00858019
Tract-based statistical analyzes in dMRI in autism spectrum disorder, Human Brain Mapping, 2011. ,
Rachid Deriche. dMRI tractography of WM fibers to recover the anatomical connectivity supporting a MEG epileptic network ,
Propagation of epileptic spikes revealed by diffusion-based constrained MEG source reconstruction, Dynamiques invariantes d´échelle et réseaux en neurosciences, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00908664
Biomagnetic source detection by maximum entropy and graphical models, Biomedical Engineering IEEE Transactions on, vol.51, issue.3, pp.427-442, 2004. ,
Broca's region revisited: Cytoarchitecture and intersubject variability, The Journal of Comparative Neurology, vol.187, issue.2, pp.319-341, 1999. ,
DOI : 10.1002/(SICI)1096-9861(19990920)412:2<319::AID-CNE10>3.0.CO;2-7
Cytoarchitecture of the cerebral cortex???More than localization, NeuroImage, vol.37, issue.4, pp.1061-1065, 2007. ,
DOI : 10.1016/j.neuroimage.2007.02.037
Connectivity-Based Parcellation of Broca's Area, Cerebral Cortex, vol.17, issue.4, pp.816-825, 2007. ,
DOI : 10.1093/cercor/bhk034
Spatio-temporal characteristics of paroxysmal interictal events in human temporal lobe epilepsy, Journal of Physiology-Paris, vol.89, issue.4-6, pp.255-264, 1995. ,
DOI : 10.1016/0928-4257(96)83642-4
Electromagnetic brain mapping, IEEE Signal Processing Magazine, vol.18, issue.6, pp.14-30, 2001. ,
DOI : 10.1109/79.962275
MR diffusion tensor spectroscopy and imaging, Biophysical Journal, vol.66, issue.1, pp.259-267, 1994. ,
DOI : 10.1016/S0006-3495(94)80775-1
URL : https://hal.archives-ouvertes.fr/hal-00349721
Estimation of the Effective Self-Diffusion¡ i¿ Tensor¡/i¿ from the NMR Spin Echo, Journal of Magnetic Resonance, Series B, vol.103, issue.3, pp.247-254, 1994. ,
MR diffusion tensor spectroscopy and imaging, Biophysical journal, vol.66, issue.1, pp.259-267, 1994. ,
In vivo fiber tractography using DT-MRI data, Magnetic resonance in medicine, vol.44, issue.4, pp.625-632, 2000. ,
Connectivity-Based Parcellation of Human Cingulate Cortex and Its Relation to Functional Specialization, Journal of Neuroscience, vol.29, issue.4, pp.1175-1190, 2009. ,
DOI : 10.1523/JNEUROSCI.3328-08.2009
Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging, Nature Neuroscience, vol.6, issue.7, pp.750-757, 2003. ,
DOI : 10.1038/nn1075
Characterization and propagation of uncertainty in diffusion-weighted MR imaging, Magnetic Resonance in Medicine, vol.36, issue.5, pp.1077-1088, 2003. ,
DOI : 10.1002/mrm.10609
Probabilistic diffusion tractography with multiple fibre orientations: What can we gain?, NeuroImage, vol.34, issue.1, pp.144-155, 2007. ,
DOI : 10.1016/j.neuroimage.2006.09.018
Note sur le magnetisme de la pile de Volta, Ann. chim. phys, vol.15, pp.222-223, 1820. ,
Vergleichende Lokalisationslehre der Gro hirnrinde, 1909. ,
Diffusion-based tractography in neurological disorders: concepts, applications, and future developments, The Lancet Neurology, vol.7, issue.8, pp.715-727, 2008. ,
DOI : 10.1016/S1474-4422(08)70163-7
Tracking neuronal fiber pathways in the living human brain, Proceedings of the National Academy of Sciences, pp.10422-10427, 1999. ,
Cortical surface-based analysis : I. Segmentation and surface reconstruction, Neuroimage, vol.9, issue.2, pp.179-194, 1999. ,
Spatiotemporal mapping of brain activity by integration of multiple imaging modalities, Current opinion in neurobiology, vol.11, issue.2, pp.202-208, 2001. ,
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint, Communications on Pure and Applied Mathematics, vol.58, issue.11, pp.1413-1457, 2004. ,
DOI : 10.1002/cpa.20042
Bayesian Spatio-Temporal Approach for EEG Source Reconstruction: Conciliating ECD and Distributed Models, IEEE Transactions on Biomedical Engineering, vol.53, issue.3, pp.503-516, 2006. ,
DOI : 10.1109/TBME.2005.869791
URL : https://hal.archives-ouvertes.fr/inserm-00163965
Interpreting fMRI data : maps, modules and dimensions, Nature Reviews Neuroscience, vol.9, issue.2, pp.123-135, 2008. ,
Deterministic and Probabilistic Tractography Based on Complex Fibre Orientation Distributions, IEEE Transactions on Medical Imaging, vol.28, issue.2, pp.269-286, 2009. ,
DOI : 10.1109/TMI.2008.2004424
Reliable identification of the auditory thalamus using multi-modal structural analyses, NeuroImage, vol.30, issue.4, pp.1112-1120, 2006. ,
DOI : 10.1016/j.neuroimage.2005.11.025
MR Color Mapping of Myelin Fiber Orientation, Journal of Computer Assisted Tomography, vol.15, issue.6, pp.923-929, 1991. ,
DOI : 10.1097/00004728-199111000-00003
URL : https://hal.archives-ouvertes.fr/hal-00350066
Unsupervised learning of finite mixture models. Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.24, issue.3, pp.381-396, 2002. ,
Clinical DT-MRI Estimation, Smoothing, and Fiber Tracking With Log-Euclidean Metrics, IEEE Transactions on Medical Imaging, vol.26, issue.11, pp.1472-1482, 2007. ,
DOI : 10.1109/TMI.2007.899173
URL : https://hal.archives-ouvertes.fr/inria-00502645
The brain basis of syntactic processes : functional imaging and lesion studies, Neuroimage, vol.20, pp.8-17, 2003. ,
Comparaison deProbì emes Inverses pour la classification d'activité cérébrale en temps réel, pp.8-11, 2009. ,
The electroencephalogram in epilepsy and in conditions of impaired consciousness, Archives of neurology and psychiatry, vol.34, issue.6, p.1133, 1935. ,
Generalized crossvalidation as a method for choosing a good ridge parameter, Technometrics, vol.21, issue.2, pp.215-223, 1979. ,
Hierarchical information-based clustering for connectivity-based cortex parcellation, Frontiers in neuroinformatics, vol.5, 2011. ,
Sparse signal reconstruction from limited data using FOCUSS : A re-weighted minimum norm algorithm, Signal Processing IEEE Transactions on, vol.45, issue.3, pp.600-616, 1997. ,
OpenMEEG: opensource software for quasistatic bioelectromagnetics, BioMedical Engineering OnLine, vol.9, issue.1, p.45, 2010. ,
DOI : 10.1186/1475-925X-9-45
URL : https://hal.archives-ouvertes.fr/inria-00467061
DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection, NeuroImage, vol.19, issue.3, pp.545-554, 2003. ,
DOI : 10.1016/S1053-8119(03)00142-3
Model selection and the principle of minimum description length, Journal of the American Statistical Association, vol.96, issue.454, pp.746-774, 2001. ,
How can EEG/MEG and fMRI/PET data be combined?, Human Brain Mapping, vol.35, issue.1, pp.1-3, 2002. ,
DOI : 10.1002/hbm.10057
Data clustering : 50 years beyond K-means, Pattern Recognition Letters, vol.31, issue.8, pp.651-666, 2010. ,
The ten twenty electrode system of the international federation, Electroencephalography and clinical neurophysiology, vol.10, pp.371-375, 1958. ,
Modélisation de la connectivité anatomique cérébrale et simulation de la croissance des gliomes de bas grade : apport de l'IRM de diffusion, 2006. ,
An Evaluation of Methods for Neuromagnetic Image Reconstruction, IEEE Transactions on Biomedical Engineering, vol.34, issue.9, pp.713-723, 1987. ,
DOI : 10.1109/TBME.1987.325996
A global optimisation method for robust affine registration of brain images, Medical Image Analysis, vol.5, issue.2, pp.143-156, 2001. ,
DOI : 10.1016/S1361-8415(01)00036-6
Changes in connectivity profiles define functionally distinct regions in human medial frontal cortex, Proceedings of the National Academy of Sciences, vol.101, issue.36, pp.13335-13340, 2004. ,
DOI : 10.1073/pnas.0403743101
Functional-Anatomical Validation and Individual Variation of Diffusion Tractography-based Segmentation of the Human Thalamus, Cerebral Cortex, vol.15, issue.1, pp.31-39, 2005. ,
DOI : 10.1093/cercor/bhh105
Diffusion mri : From quantitative measurement to in-vivo neuroanatomy. Access Online via, 2009. ,
Why does the brain have so many visual areas, Journal of Cognitive Neuroscience, vol.1, issue.2, pp.121-135, 1989. ,
Theories of visual cortex organization in primates, CE- REBRAL CORTEX-NEW YORK-PLENUM PRESS, pp.91-126, 1997. ,
Limitations of temporal resolution in functional MRI, Magnetic Resonance in Medicine, vol.171, issue.4, pp.631-636, 1997. ,
DOI : 10.1002/mrm.1910370427
Connectivity-based parcellation of human cortex using diffusion MRI : establishing reproducibility , validity and observer independence, p.45, 2007. ,
The role of long-range connectivity for the characterization of the functional?anatomical organization of the cortex, Frontiers in systems neuroscience, vol.5, 2011. ,
Prior knowledge on cortex organization in the reconstruction of source current densities from EEG, Neuroimage, 2012. ,
An investigation of functional and anatomical connectivity using magnetic resonance imaging, Neuroimage, vol.16, issue.1, pp.241-250, 2002. ,
A common formalism for the Integral formulations of the forward EEG problem, IEEE Transactions on Medical Imaging, vol.24, issue.1, pp.12-28, 2005. ,
DOI : 10.1109/TMI.2004.837363
Evaluation of multiple-sphere head models for MEG source localization, Physics in Medicine and Biology, vol.56, issue.17, p.5621, 2011. ,
DOI : 10.1088/0031-9155/56/17/010
An error analysis of white matter tractography methods: synthetic diffusion tensor field simulations, NeuroImage, vol.20, issue.2, pp.1140-1153, 2003. ,
DOI : 10.1016/S1053-8119(03)00277-5
Imagerie de diffusion in-vivo par résonance magnétique nucléaire. Comptes-Rendus de l, Académie des Sciences, vol.93, issue.5, pp.27-34, 1985. ,
MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders., Radiology, vol.161, issue.2, pp.401-407, 1986. ,
DOI : 10.1148/radiology.161.2.3763909
Markov random field modeling in computer vision, 1995. ,
Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimumnorm estimates, Neuroimage, vol.31, issue.1, pp.160-171, 2006. ,
Torsten Trinath et Axel Oeltermann. Neurophysiological investigation of the basis of the fMRI signal, Nature, vol.412, issue.6843, pp.150-157, 2001. ,
Diffusion-weighted imaging tractography-based parcellation of the human parietal cortex and comparison with human and macaque resting-state functional connectivity, The Journal of Neuroscience, vol.31, issue.11, pp.4087-4100, 2011. ,
Connectivitybased whole-brain hierarchical parcellation of the human brain, 17th Annual Meeting of the Organization for Human Brain Mapping, 2011. ,
Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging, Annals of Neurology, vol.40, issue.2, pp.265-269, 1999. ,
DOI : 10.1002/1531-8249(199902)45:2<265::AID-ANA21>3.0.CO;2-3
Electric fields of the brain : the neurophysics of eeg, 2006. ,
A distributed spatio-temporal EEG/MEG inverse solver, NeuroImage, vol.44, issue.3, pp.932-946, 2009. ,
DOI : 10.1016/j.neuroimage.2008.05.063
Visualizing changes in the structure of data for exploratory feature selection, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '03, pp.157-166, 2003. ,
DOI : 10.1145/956750.956771
Probabilistic Monte Carlo based mapping of cerebral connections utilising whole-brain crossing fibre information, Information Processing in Medical Imaging, pp.684-695, 2003. ,
Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain, International Journal of Psychophysiology, vol.18, issue.1, pp.49-65, 1994. ,
DOI : 10.1016/0167-8760(84)90014-X
The anatomical basis of functional localization in the cortex, Nature Reviews Neuroscience, vol.3, issue.8, pp.606-616, 2002. ,
Denis Le Bihanet al. Connectivity-based parcellation of the cortical mantle using q-ball diffusion imaging, Journal of Biomedical Imaging, vol.2008, p.4, 2008. ,
The fine structure of the nervous system : neurons and their supporting cells, pp.273-311, 1991. ,
A nested cortex parcellation combining analysis of MEG forward problem and diffusion MRI tractography, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), pp.518-521, 2012. ,
DOI : 10.1109/ISBI.2012.6235599
URL : https://hal.archives-ouvertes.fr/hal-00662776
Study of the brain connectivity in an Immersive Space, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00760084
Somatotopic mapping of the human primary motor cortex with functional magnetic resonance imaging, Neurology, vol.45, issue.5, pp.919-924, 1995. ,
Tractography-Based Parcellation of the Cortex Using a Spatially-Informed Dimension Reduction of the Connectivity Matrix, Medical Image Computing and Computer-Assisted Intervention?MICCAI 2009, pp.935-942, 2009. ,
DOI : 10.1007/978-3-642-04268-3_115
Structural divisions and functional fields in the human cerebral cortex, Brain research reviews, vol.26, issue.2, pp.87-105, 1998. ,
Anatomical and functional parcellation of the human lateral premotor cortex, Neuroimage, vol.50, issue.2, pp.396-408, 2010. ,
Advances in functional and structural MR image analysis and implementation as FSL, Neuroimage, vol.23, pp.208-219, 2004. ,
Organization, development and function of complex brain networks, Trends in Cognitive Sciences, vol.8, issue.9, pp.418-425, 2004. ,
DOI : 10.1016/j.tics.2004.07.008
Spin Diffusion Measurements: Spin Echoes in the Presence of a Time???Dependent Field Gradient, The Journal of Chemical Physics, vol.42, issue.1, p.288, 1965. ,
DOI : 10.1063/1.1695690
Brainstorm: A User-Friendly Application for MEG/EEG Analysis, Computational Intelligence and Neuroscience, vol.57, issue.1, p.8, 2011. ,
DOI : 10.1002/hbm.20781
Propagation of epileptic spikes reconstructed from spatiotemporal magnetoencephalographic and electroencephalographic source analysis, NeuroImage, vol.50, issue.1, pp.217-222, 2010. ,
DOI : 10.1016/j.neuroimage.2009.12.033
Estimating the number of clusters in a data set via the gap statistic, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.63, issue.2, pp.411-423, 2001. ,
DOI : 10.1111/1467-9868.00293
Katrin Amunts et Karl Zilles Towards multimodal atlases of the human brain, Nature Reviews Neuroscience, vol.7, issue.12, pp.952-966, 2006. ,
Diffusion-Weighted Imaging Tractography-Based Parcellation of the Human Lateral Premotor Cortex Identifies Dorsal and Ventral Subregions with Anatomical and Functional Specializations, Journal of Neuroscience, vol.27, issue.38, pp.10259-10269, 2007. ,
DOI : 10.1523/JNEUROSCI.2144-07.2007
Reproducibility of thalamic segmentation based on probabilistic tractography, NeuroImage, vol.52, issue.1, pp.69-85, 2010. ,
DOI : 10.1016/j.neuroimage.2010.04.024
Diffusion MRI of complex neural architecture, Neuron, vol.40, issue.5, pp.885-895, 2003. ,
Functional organization of primate visual cortex, Cerebral cortex, vol.3, pp.259-329, 1985. ,
Imaging retinotopic maps in the human brain, Vision research, vol.51, issue.7, pp.718-737, 2011. ,
Magnetic source imaging based on the Minimum-Norm Least-Squares Inverse, Brain Topography, vol.2, issue.4, pp.365-371, 1993. ,
DOI : 10.1007/BF01128692
Unsupervised white matter fiber clustering and tract probability map generation: Applications of a Gaussian process framework for white matter fibers, NeuroImage, vol.51, issue.1, pp.228-241, 2010. ,
DOI : 10.1016/j.neuroimage.2010.01.004
Processing and visualization for diffusion tensor MRI, Medical Image Analysis, vol.6, issue.2, pp.93-108, 2002. ,
DOI : 10.1016/S1361-8415(02)00053-1
The control of neuron number, Annual review of neuroscience, vol.11, issue.1, pp.423-453, 1988. ,
Inverting modified matrices, Memorandum report, vol.42, p.106, 1950. ,
Bayesian analysis of neuroimaging data in FSL, Neuroimage, vol.45, issue.1, pp.173-186, 2009. ,
Transmitter receptors and functional anatomy of the cerebral cortex, Journal of Anatomy, vol.5, issue.6, pp.417-432, 2004. ,
DOI : 10.1016/S0924-977X(02)00108-6