Inference of a HARDI fiber bundle atlas using a two-level clustering strategy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6361 LNCS, Issue PART 1, 2010, Pages 550-557

  Guevara, Pamela ^a,b   Poupon, Cyril ^a,b   Rivière, Denis ^a,b   Cointepas, Yann ^a,b   Marrakchi, Linda ^a,b   Descoteaux, Maxime ^d   Fillard, Pierre ^a,b,c   Thirion, Bertrand ^a,b,c   Mangin, Jean François ^a,b  

^a DIF   (France)

^b Institut Federatif de Recherche 49   (France)

^c INRIA   (France)

^d UNIVERSITÉ DE SHERBROOKE   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING STRATEGY; FIBER BUNDLES; MULTI-RESOLUTIONS; PAIRWISE DISTANCES; SECOND LEVEL; SPATIAL NORMALIZATION; TRACTOGRAPHY; WHITE MATTER;

FIBERS; MEDICAL COMPUTING; MEDICAL IMAGING;

CLUSTER ANALYSIS;

ALGORITHM; ARTICLE; AUDIOVISUAL EQUIPMENT; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; BRAIN; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; DIFFUSION WEIGHTED IMAGING; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY; MYELINATED NERVE; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; ULTRASTRUCTURE;

ALGORITHMS; BRAIN; COMPUTER SIMULATION; DIFFUSION MAGNETIC RESONANCE IMAGING; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MODELS, ANATOMIC; MODELS, NEUROLOGICAL; NERVE FIBERS, MYELINATED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 80055026713     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15705-9_67     Document Type: Conference Paper

References (7)

1. Catani, M., Thiebaut de Schotten, M.: A diffusion tensor imaging tractography atlas for virtual in vivo dissections. Cortex 44(8), 1105-1132 (2008)
2. O'Donnell, L.J., Kubicki, M., Shenton, M.E., Dreusicke, M.H., Grimson, W.E.L., Westin, C.F.: A method for clustering white matter fiber tracts. AJNR Am. J. Neuroradiol. 27(5), 1032-1036 (2006)
3. O'Donnell, L., Westin, C.F.: Automatic tractography segmentation using a high-dimensional white matter atlas. IEEE Transactions on Medical Imaging 26(11), 1562-1575 (2007)
4. Oishi, K., Zilles, K., Amunts, K., Faria, A., Jiang, H., Li, X., Akhter, K., Hua, K., Woods, R., Toga, A.W., Pike, G.B., Rosa-Neto, P., Evans, A., Zhang, J., Huang, H., Miller, M.I., van Zijl, P.C.M., Mazziotta, J., Mori, S.: Human brain white matter atlas: Identification and assignment of common anatomical structures in superficial white matter. Neuroimage (July 2008)
5. Tournier, J.D., Calamante, F., Connelly, A.: Robust determination of the fibre orientation distribution in diffusion mri: non-negativity constrained super-resolved spherical deconvolution. Neuroimage 35(4), 1459-1472 (2007)
6. Perrin, M., Poupon, C., Cointepas, Y., Rieul, B., Golestani, N., Pallier, C., Rivière, D., Constantinesco, A., Le Bihan, D., Mangin, J.F.: Fiber tracking in q-ball fields using regularized particle trajectories. Inf. Process Med. Imaging 19, 52-63 (2005)
7. Corouge, I., Gouttard, S., Gerig, G.: Towards a shape model of white matter fiber bundles using diffusion tensor MRI. In: ISBI 2004 (2004)