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Volumn 60, Issue 2, 2012, Pages 1025-1035

DTI segmentation via the combined analysis of connectivity maps and tensor distances

Author keywords

Connectivity; Diffusion tensor imaging; Non parametric; Phantom; Riemannian manifold; Segmentation; Variational noise

Indexed keywords

ACCURACY; ALGORITHM; ARTICLE; BRAIN MAPPING; CLINICAL ARTICLE; COMPUTER PROGRAM; CONTROLLED STUDY; DIFFUSION TENSOR IMAGING; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; MULTIPLE SCLEROSIS; PHANTOM; PRIORITY JOURNAL; PROBABILITY; PYRAMIDAL TRACT; REPRODUCIBILITY; SIGNAL NOISE RATIO; STATISTICAL ANALYSIS; TRACTOGRAPHY;

EID: 84857012272     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.01.076     Document Type: Article
Times cited : (12)

References (59)
  • 1
    • 33746724078 scopus 로고    scopus 로고
    • Log-Euclidean metrics for fast and simple calculus on diffusion tensors
    • Arsigny V., Fillard P., Pennec X., Ayache N. Log-Euclidean metrics for fast and simple calculus on diffusion tensors. Magn. Reson. Med. 2006, 56:411-421.
    • (2006) Magn. Reson. Med. , vol.56 , pp. 411-421
    • Arsigny, V.1    Fillard, P.2    Pennec, X.3    Ayache, N.4
  • 2
    • 22044439126 scopus 로고    scopus 로고
    • Composite hindered and restricted model of diffusion (CHARMED) MR imaging of the human brain
    • Assaf Y., Basser P.J. Composite hindered and restricted model of diffusion (CHARMED) MR imaging of the human brain. NeuroImage 2005, 27:48-58.
    • (2005) NeuroImage , vol.27 , pp. 48-58
    • Assaf, Y.1    Basser, P.J.2
  • 3
    • 7544245274 scopus 로고    scopus 로고
    • New modeling and experimental framework to characterize hindered and restricted water diffusion in brain white matter
    • Assaf Y., Freidlin R.Z., Rohde G.K., Basser P.J. New modeling and experimental framework to characterize hindered and restricted water diffusion in brain white matter. Magn. Reson. Med. 2004, 52:965-978.
    • (2004) Magn. Reson. Med. , vol.52 , pp. 965-978
    • Assaf, Y.1    Freidlin, R.Z.2    Rohde, G.K.3    Basser, P.J.4
  • 4
    • 35648993039 scopus 로고    scopus 로고
    • A fuzzy, nonparametric segmentation framework for DTI and MRI analysis: with applications to DTI-tract extraction
    • Awate S., Zhang H., Gee J. A fuzzy, nonparametric segmentation framework for DTI and MRI analysis: with applications to DTI-tract extraction. IEEE Trans. Med. Imaging 2007, 26:1525-1536.
    • (2007) IEEE Trans. Med. Imaging , vol.26 , pp. 1525-1536
    • Awate, S.1    Zhang, H.2    Gee, J.3
  • 5
    • 79551577532 scopus 로고    scopus 로고
    • Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms
    • Barbieri S., Bauer M., Klein J., Nimsky C., Hahn H. Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms. NeuroImage 2011, 55:532-544.
    • (2011) NeuroImage , vol.55 , pp. 532-544
    • Barbieri, S.1    Bauer, M.2    Klein, J.3    Nimsky, C.4    Hahn, H.5
  • 6
    • 0000541553 scopus 로고    scopus 로고
    • Fiber-tractography via diffusion tensor MRI (DT-MRI)
    • Basser P. Fiber-tractography via diffusion tensor MRI (DT-MRI). Proc. Int. Soc. Magn. Reson. Med 1998.
    • (1998) Proc. Int. Soc. Magn. Reson. Med
    • Basser, P.1
  • 7
    • 0028154030 scopus 로고
    • MR diffusion tensor spectroscopy and imaging
    • Basser P., Mattiello J., LeBihan D. MR diffusion tensor spectroscopy and imaging. Biophys. J. 1994, 66:259-267.
    • (1994) Biophys. J. , vol.66 , pp. 259-267
    • Basser, P.1    Mattiello, J.2    LeBihan, D.3
  • 10
    • 3242766019 scopus 로고    scopus 로고
    • Diffusion anisotropy in subcortical white matter and cortical gray matter: changes with aging and the role of CSF-suppression
    • Bhagat Y.A., Beaulieu C. Diffusion anisotropy in subcortical white matter and cortical gray matter: changes with aging and the role of CSF-suppression. Magn. Reson. Imaging 2004, 20:216-227.
    • (2004) Magn. Reson. Imaging , vol.20 , pp. 216-227
    • Bhagat, Y.A.1    Beaulieu, C.2
  • 11
    • 0040235492 scopus 로고
    • Consistent cross-validated density estimation
    • Chow Y., Geman S., Wu L.D. Consistent cross-validated density estimation. Ann. Stat. 1983, 11:25-38.
    • (1983) Ann. Stat. , vol.11 , pp. 25-38
    • Chow, Y.1    Geman, S.2    Wu, L.D.3
  • 12
    • 59849112990 scopus 로고    scopus 로고
    • High angular resolution diffusion MRI segmentation using region-based statistical surface evolution
    • Descoteaux M., Deriche R. High angular resolution diffusion MRI segmentation using region-based statistical surface evolution. J. Math. Imaging Vis. 2009, 33:239-252.
    • (2009) J. Math. Imaging Vis. , vol.33 , pp. 239-252
    • Descoteaux, M.1    Deriche, R.2
  • 13
    • 59449086531 scopus 로고    scopus 로고
    • Deterministic and probabilistic tractography based on complex fiber orientation distributions
    • Descoteaux M., Deriche R., Knoesche T., Anwander A. Deterministic and probabilistic tractography based on complex fiber orientation distributions. IEEE Trans. Med. Imaging 2009, 28:269-286.
    • (2009) IEEE Trans. Med. Imaging , vol.28 , pp. 269-286
    • Descoteaux, M.1    Deriche, R.2    Knoesche, T.3    Anwander, A.4
  • 16
    • 84883834161 scopus 로고    scopus 로고
    • A novel global tractography algorithm based on an adaptive spin glass model
    • Fillard P., Poupon C., Mangin J.F. A novel global tractography algorithm based on an adaptive spin glass model. Proc. MICCAI 2009, 927-934.
    • (2009) Proc. MICCAI , pp. 927-934
    • Fillard, P.1    Poupon, C.2    Mangin, J.F.3
  • 17
    • 33746862970 scopus 로고    scopus 로고
    • A Bayesian approach for stochastic white matter tractography
    • Friman O., Farneback G., Westin C.F. A Bayesian approach for stochastic white matter tractography. IEEE Trans. Med. Imaging 2006, 25:965-978.
    • (2006) IEEE Trans. Med. Imaging , vol.25 , pp. 965-978
    • Friman, O.1    Farneback, G.2    Westin, C.F.3
  • 18
    • 0036335676 scopus 로고    scopus 로고
    • Fiber tracking from DTI using linear state space models: detectability of the pyramidal tract
    • Gössl C., Fahrmeir L., Pütz B., Auer L., Auer D. Fiber tracking from DTI using linear state space models: detectability of the pyramidal tract. NeuroImage 2002, 16:378-388.
    • (2002) NeuroImage , vol.16 , pp. 378-388
    • Gössl, C.1    Fahrmeir, L.2    Pütz, B.3    Auer, L.4    Auer, D.5
  • 19
    • 0028839871 scopus 로고
    • The Rician distribution of noisy MRI data
    • Gudbjartsson H., Patz S. The Rician distribution of noisy MRI data. Magn. Reson. Med. 1995, 34:910-914.
    • (1995) Magn. Reson. Med. , vol.34 , pp. 910-914
    • Gudbjartsson, H.1    Patz, S.2
  • 21
    • 4243182597 scopus 로고    scopus 로고
    • Analysis of noise effects on DTI-based tractography using the brute-force and multi-ROI approach
    • Huang H., Zhang J., van Zijl P.C., Mori S. Analysis of noise effects on DTI-based tractography using the brute-force and multi-ROI approach. Magn. Reson. Med. 2004, 52:559-565.
    • (2004) Magn. Reson. Med. , vol.52 , pp. 559-565
    • Huang, H.1    Zhang, J.2    van Zijl, P.C.3    Mori, S.4
  • 22
    • 84858079080 scopus 로고    scopus 로고
    • IEEE Visualization Contest 2010 Image Data, Case 1
    • IEEE Visualization Contest 2010 Image Data, Case 1 http://viscontest.sdsc.edu/2010.
  • 24
    • 23844488006 scopus 로고    scopus 로고
    • White matter tractography by anisotropic wavefront evolution and diffusion tensors imaging
    • Jackowsky M., Kao C., Qiu M., Constable R., Staib L. White matter tractography by anisotropic wavefront evolution and diffusion tensors imaging. Med. Image Anal. 2005, 9:427-440.
    • (2005) Med. Image Anal. , vol.9 , pp. 427-440
    • Jackowsky, M.1    Kao, C.2    Qiu, M.3    Constable, R.4    Staib, L.5
  • 28
    • 15244343082 scopus 로고    scopus 로고
    • Fiber tracking does not accurately estimate size of fiber bundles in pathological conditions: initial neurosurgical experience using neuronavigation and subcortical white matter stimulation
    • Kinoshita M., Yamada K., Hashimoto N., Kato A., Izumoto S., Baba T., Maruno M., Nishimura T., Yoshimine T. Fiber tracking does not accurately estimate size of fiber bundles in pathological conditions: initial neurosurgical experience using neuronavigation and subcortical white matter stimulation. NeuroImage 2005, 25:424-429.
    • (2005) NeuroImage , vol.25 , pp. 424-429
    • Kinoshita, M.1    Yamada, K.2    Hashimoto, N.3    Kato, A.4    Izumoto, S.5    Baba, T.6    Maruno, M.7    Nishimura, T.8    Yoshimine, T.9
  • 30
    • 84860754119 scopus 로고    scopus 로고
    • Efficient global fiber tracking on multi-dimensional diffusion direction maps. Vol. 8314
    • Klein J., Köhler B., Hahn H. Efficient global fiber tracking on multi-dimensional diffusion direction maps. Vol. 8314. Proc. SPIE Med. Imaging 2012.
    • (2012) Proc. SPIE Med. Imaging
    • Klein, J.1    Köhler, B.2    Hahn, H.3
  • 31
    • 35048844709 scopus 로고    scopus 로고
    • Inferring white matter geometry from diffusion tensor MRI: application to connectivity mapping
    • Lenglet C., Deriche R., Faugeras O. Inferring white matter geometry from diffusion tensor MRI: application to connectivity mapping. Proceedings ECCV 2004, 127-140.
    • (2004) Proceedings ECCV , pp. 127-140
    • Lenglet, C.1    Deriche, R.2    Faugeras, O.3
  • 32
    • 20344365068 scopus 로고    scopus 로고
    • Segmentation of 3d probability density fields by surface evolution: application to diffusion MRI
    • Lenglet C., Rousson M., Deriche R. Segmentation of 3d probability density fields by surface evolution: application to diffusion MRI. Proc. MICCAI 2004, 18-25.
    • (2004) Proc. MICCAI , pp. 18-25
    • Lenglet, C.1    Rousson, M.2    Deriche, R.3
  • 34
    • 0036868732 scopus 로고    scopus 로고
    • Diffusion tensor fiber tracking of human brain connectivity: acquisition methods, reliability analysis and biological results
    • Lori N., Akbudak E., Shimony J., Cull T., Snyder A., Guillory R., Conturo T. Diffusion tensor fiber tracking of human brain connectivity: acquisition methods, reliability analysis and biological results. NMR Biomed. 2002, 15:493-515.
    • (2002) NMR Biomed. , vol.15 , pp. 493-515
    • Lori, N.1    Akbudak, E.2    Shimony, J.3    Cull, T.4    Snyder, A.5    Guillory, R.6    Conturo, T.7
  • 35
    • 84858070368 scopus 로고    scopus 로고
    • MeVisLab MeVisLab Software
    • MeVisLab MeVisLab Software http://www.mevislab.de.
  • 36
    • 0033007902 scopus 로고    scopus 로고
    • Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging
    • Mori S., Crain B., Chacko V., Van Zijl P. Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann. Neurol. 1999, 45:265-269.
    • (1999) Ann. Neurol. , vol.45 , pp. 265-269
    • Mori, S.1    Crain, B.2    Chacko, V.3    Van Zijl, P.4
  • 38
    • 50649124853 scopus 로고    scopus 로고
    • Variational segmentation using fuzzy region competition and local non-parametric probability density functions
    • Mory B., Ardon R., Thiran J.P. Variational segmentation using fuzzy region competition and local non-parametric probability density functions. Proc. ICCV 2007, 1-8.
    • (2007) Proc. ICCV , pp. 1-8
    • Mory, B.1    Ardon, R.2    Thiran, J.P.3
  • 39
    • 84974663222 scopus 로고    scopus 로고
    • New approaches to estimation of white matter connectivity in diffusion tensor MRI: elliptic PDES and geodesics in a tensor-warped space
    • O'Donnell L., Haker S., Westin C.F. New approaches to estimation of white matter connectivity in diffusion tensor MRI: elliptic PDES and geodesics in a tensor-warped space. Proc. MICCAI 2002, 459-466.
    • (2002) Proc. MICCAI , pp. 459-466
    • O'Donnell, L.1    Haker, S.2    Westin, C.F.3
  • 40
    • 0043212183 scopus 로고    scopus 로고
    • A framework for a streamline-based probabilistic index of connectivity (pico) using a structural interpretation of MRI diffusion measurement
    • Parker G., Haroon H., Wheeler-Kingshott C. A framework for a streamline-based probabilistic index of connectivity (pico) using a structural interpretation of MRI diffusion measurement. Magn. Reson. Imaging 2003, 18:242-254.
    • (2003) Magn. Reson. Imaging , vol.18 , pp. 242-254
    • Parker, G.1    Haroon, H.2    Wheeler-Kingshott, C.3
  • 41
    • 0036557913 scopus 로고    scopus 로고
    • Estimating distributed anatomical connectivity using fast marching methods and diffusion tensor imaging
    • Parker G., Wheeler-Kingshott C., Barker G. Estimating distributed anatomical connectivity using fast marching methods and diffusion tensor imaging. IEEE Trans. Med. Imaging 2002, 21:505-512.
    • (2002) IEEE Trans. Med. Imaging , vol.21 , pp. 505-512
    • Parker, G.1    Wheeler-Kingshott, C.2    Barker, G.3
  • 42
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen E. On estimation of a probability density function and mode. Ann. Math. Statist. 1962, 33:1065-1076.
    • (1962) Ann. Math. Statist. , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 43
    • 29344452228 scopus 로고    scopus 로고
    • A Riemannian framework for tensor computing
    • Pennec X., Fillard P., Ayache N. A Riemannian framework for tensor computing. Int. J. Comp. Vis. 2006, 66:41-66.
    • (2006) Int. J. Comp. Vis. , vol.66 , pp. 41-66
    • Pennec, X.1    Fillard, P.2    Ayache, N.3
  • 44
    • 0029908076 scopus 로고    scopus 로고
    • Toward a quantitative assessment of diffusion anisotropy
    • Pierpaoli C., Basser P. Toward a quantitative assessment of diffusion anisotropy. Magn. Reson. Med. 1996, 36:893-906.
    • (1996) Magn. Reson. Med. , vol.36 , pp. 893-906
    • Pierpaoli, C.1    Basser, P.2
  • 47
    • 33745431870 scopus 로고    scopus 로고
    • Very fast optimal bandwidth selection for univariate kernel density estimation
    • Department of Computer Science, University of Maryland, College Park
    • Raykar V.C., Duraiswami R. Very fast optimal bandwidth selection for univariate kernel density estimation. Technical Report CS-TR-4774 2005, Department of Computer Science, University of Maryland, College Park.
    • (2005) Technical Report CS-TR-4774
    • Raykar, V.C.1    Duraiswami, R.2
  • 50
    • 0001529784 scopus 로고
    • Remarks on some nonparametric estimates of a density function
    • Rosenblatt M. Remarks on some nonparametric estimates of a density function. Ann. Math. Stat. 1956, 27:832-837.
    • (1956) Ann. Math. Stat. , vol.27 , pp. 832-837
    • Rosenblatt, M.1
  • 51
    • 35048867519 scopus 로고    scopus 로고
    • Level set and region based surface propagation for diffusion tensor MRI segmentation
    • Rousson M., Lenglet C., Deriche R. Level set and region based surface propagation for diffusion tensor MRI segmentation. Proc. ECCV Workshops CVAMIA and MMBIA 2004, 123-134.
    • (2004) Proc. ECCV Workshops CVAMIA and MMBIA , pp. 123-134
    • Rousson, M.1    Lenglet, C.2    Deriche, R.3
  • 52
    • 71849102319 scopus 로고    scopus 로고
    • Brain tractography using Q-ball imaging and graph theory: improved connectivities through fibre crossings via a model-based approach
    • Sotiropoulos S., Bai L., Morgan P., Constantinescu C., Tench C. Brain tractography using Q-ball imaging and graph theory: improved connectivities through fibre crossings via a model-based approach. NeuroImage 2010, 49:2444-2456.
    • (2010) NeuroImage , vol.49 , pp. 2444-2456
    • Sotiropoulos, S.1    Bai, L.2    Morgan, P.3    Constantinescu, C.4    Tench, C.5
  • 53
    • 5044237236 scopus 로고    scopus 로고
    • An affine invariant tensor dissimilarity measure and its application to tensor-valued image segmentation
    • Wang Z., Vemuri B. An affine invariant tensor dissimilarity measure and its application to tensor-valued image segmentation. Proc. CVPR 2004, 228-233.
    • (2004) Proc. CVPR , pp. 228-233
    • Wang, Z.1    Vemuri, B.2
  • 54
    • 35048845630 scopus 로고    scopus 로고
    • Tensor field segmentation using region based active contour model
    • Wang Z., Vemuri B. Tensor field segmentation using region based active contour model. Proc. ECCV 2004, 304-315.
    • (2004) Proc. ECCV , pp. 304-315
    • Wang, Z.1    Vemuri, B.2
  • 55
    • 0033350951 scopus 로고    scopus 로고
    • Tensorlines: advection-diffusion based propagation through diffusion tensor fields
    • Weinstein D., Kindlmann G., Lundberg E. Tensorlines: advection-diffusion based propagation through diffusion tensor fields. Proc. IEEE VIS 1999, 249-253.
    • (1999) Proc. IEEE VIS , pp. 249-253
    • Weinstein, D.1    Kindlmann, G.2    Lundberg, E.3
  • 56
    • 0041737567 scopus 로고    scopus 로고
    • Automatic segmentation of thalamic nuclei from diffusion tensor magnetic resonance imaging
    • Wiegell M., Tuch D., Larson H., Wedeen V. Automatic segmentation of thalamic nuclei from diffusion tensor magnetic resonance imaging. NeuroImage 2003, 19:391-402.
    • (2003) NeuroImage , vol.19 , pp. 391-402
    • Wiegell, M.1    Tuch, D.2    Larson, H.3    Wedeen, V.4
  • 57
    • 79953317407 scopus 로고    scopus 로고
    • A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features
    • Zhang H., Awate S., Das S., Woo J., Melhem E., Gee J., Yushkevich P. A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features. Proc. MICCAI 2009, 141-149.
    • (2009) Proc. MICCAI , pp. 141-149
    • Zhang, H.1    Awate, S.2    Das, S.3    Woo, J.4    Melhem, E.5    Gee, J.6    Yushkevich, P.7


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