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Volumn 35, Issue 4, 2013, Pages 983-995

3D stochastic completion fields for mapping connectivity in diffusion MRI

Author keywords

3D directional random walk; completion fields; diffusion MRI; Fokker Planck equation; probabilistic connectivity; spherical harmonics

Indexed keywords

COMPLETION FIELD; DIFFUSION MRIS; PROBABILISTIC CONNECTIVITY; RANDOM WALK; SPHERICAL HARMONICS;

EID: 84874522699     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2012.184     Document Type: Article
Times cited : (14)

References (55)
  • 1
    • 0031569941 scopus 로고    scopus 로고
    • Stochastic completion fields: A neural model of illusory contour shape and salience
    • L. Williams and D. Jacobs, "Stochastic Completion Fields: A Neural Model of Illusory Contour Shape and Salience; Neural Computation, vol. 9, pp. 837-858, 1997. (Pubitemid 127649010)
    • (1997) Neural Computation , vol.9 , Issue.4 , pp. 837-858
    • Williams, L.R.1    Jacobs, D.W.2
  • 2
    • 0000740785 scopus 로고    scopus 로고
    • Local parallel computation of stochastic completion fields
    • L. Williams and D. Jacobs, "Local Parallel Computation of Stochastic Completion Fields; Neural Computation, vol. 9, pp. 859-881, 1997. (Pubitemid 127649011)
    • (1997) Neural Computation , vol.9 , Issue.4 , pp. 859-881
    • Williams, L.R.1    Jacobs, D.W.2
  • 5
    • 0017369438 scopus 로고
    • Filling-in the gaps: The shape of subjective contours and a model for their generation
    • S. Ullman, "Filling-In the Gaps: The Shape of Subjective Contours and a Model for Their Generation; Biological Cybernetics, vol. 25, no. 1, pp. 1-6, 1976.
    • (1976) Biological Cybernetics , vol.25 , Issue.1 , pp. 1-6
    • Ullman, S.1
  • 6
    • 0002651956 scopus 로고
    • Elastica and computer vision
    • chapter 31 Springer-Verlag
    • D. Mumford, "Elastica and Computer Vision; Algebraic Geometry and Its Applications. chapter 31, pp. 491-506, Springer-Verlag, 1994.
    • (1994) Algebraic Geometry and Its Applications , pp. 491-506
    • Mumford, D.1
  • 9
    • 0030263225 scopus 로고    scopus 로고
    • Inferring global perceptual contours from local features
    • G. Guy and G. Medioni, "Inferring Global Perceptual Contours from Local Features; Int'l J. Computer Vision, vol. 20, pp. 113-133, 1993. (Pubitemid 126713897)
    • (1996) International Journal of Computer Vision , vol.20 , Issue.1-2 , pp. 113-133
    • Guy, G.1    Medioni, G.2
  • 10
    • 0024168435 scopus 로고
    • Structural saliency: The detection of globally salient structures using a locally connected network
    • A. Shashua and S. Ullman, "Structural Saliency: The Detection of Globally Salient Structures Using a Locally Connected Network; Proc. Second IEEE Int'l Conf. Computer Vision, pp. 321-327. 1988
    • (1988) Proc. Second IEEE Int'l Conf. Computer Vision , pp. 321-327
    • Shashua, A.1    Ullman, S.2
  • 11
    • 3142718910 scopus 로고    scopus 로고
    • Euclidean group invariant computation of stochastic completion fields using shiftable-twistable functions
    • J. Zweck and L.R. Williams, "Euclidean Group Invariant Computation of Stochastic Completion Fields Using Shiftable-Twistable Functions; J. Math. Imaging and Vision, vol. 21, pp. 135-154, 2004.
    • (2004) J. Math. Imaging and Vision , vol.21 , pp. 135-154
    • Zweck, J.1    Williams, L.R.2
  • 12
    • 57149086459 scopus 로고    scopus 로고
    • New Diffusion phantoms dedicated to the study and validation of high-angular-resolution diffusion imaging (HARDI) Models
    • C. Poupon, B. Rieul, I. Kezele, M. Perrin, F. Poupon, and J. Mangin, "New Diffusion Phantoms Dedicated to the Study and Validation of High-Angular-Resolution Diffusion Imaging (HARDI) Models; Magnetic Resonance in Medicine, vol. 60, pp. 1276-1283, 2008.
    • (2008) Magnetic Resonance in Medicine , vol.60 , pp. 1276-1283
    • Poupon, C.1    Rieul, B.2    Kezele, I.3    Perrin, M.4    Poupon, F.5    Mangin, J.6
  • 13
    • 0022969218 scopus 로고
    • MR imaging of intravoxel incoherent motions: Application to diffusion and perfusion in neurologic disorders
    • D. LeBihan, E. Breton, D. Lallemand, P. Grenier, E. Cabanis, and M. Laval-Jeantet, "MR Imaging of Intravoxel Incoherent Motions: Application to Diffusion and Perfusion in Neurologic Disorders; Radiology, vol. 161, pp. 401-407, Nov. 1986. (Pubitemid 17173295)
    • (1986) Radiology , vol.161 , Issue.2 , pp. 401-407
    • Le Bihan, D.1    Breton, E.2    Lallemand, D.3
  • 14
    • 0036741223 scopus 로고    scopus 로고
    • Virtual in vivo interactive dissection of white matter fasciculi in the human brain
    • M. Catani, R. Howard, S. Pajevic, and D. DK, "Virtual in Vivo Interactive Dissection of White Matter Fasciculi in the Human Brain; Neuroimage, vol. 17, pp. 77-94, 2002.
    • (2002) Neuroimage , vol.17 , pp. 77-94
    • Catani, M.1    Howard, R.2    Pajevic, S.3    Dk, D.4
  • 15
    • 58149233772 scopus 로고    scopus 로고
    • Dissociating the human language pathways with high angular resolution diffusion fiber tractography
    • S. Frey, J. Campbell, G. Pike, and M. Petrides, "Dissociating the Human Language Pathways with High Angular Resolution Diffusion Fiber Tractography; J. Neuroscience, vol. 28, pp. 11435-11444, 2008.
    • (2008) J. Neuroscience , vol.28 , pp. 11435-11444
    • Frey, S.1    Campbell, J.2    Pike, G.3    Petrides, M.4
  • 16
    • 11144226380 scopus 로고    scopus 로고
    • Perisylvian language networks of the human brain
    • DOI 10.1002/ana.20319
    • M. Catani, D. Jones, and D. ffytche, "Perisylvian Language Networks of the Human Brain; Annals of Neurology, vol. 57, pp. 8-16, 2005. (Pubitemid 40053310)
    • (2005) Annals of Neurology , vol.57 , Issue.1 , pp. 8-16
    • Catani, M.1    Jones, D.K.2    Ffytche, D.H.3
  • 18
    • 33749533739 scopus 로고    scopus 로고
    • Connection patterns distinguish 3 regions of human parietal cortex
    • DOI 10.1093/cercor/bhj079
    • M. Rushworth, T. Behrens, and H. Johansen-Berg, "Connection Patterns Distinguish 3 Regions of Human Parietal Cortex; Cerebral Cortex, vol. 16, pp. 1418-1430, 2006. (Pubitemid 44526966)
    • (2006) Cerebral Cortex , vol.16 , Issue.10 , pp. 1418-1430
    • Rushworth, M.F.S.1    Behrens, T.E.J.2    Johansen-Berg, H.3
  • 20
    • 0036335198 scopus 로고    scopus 로고
    • An investigation of functional and anatomical connectivity using magnetic resonance imaging
    • DOI 10.1006/nimg.2001.1052
    • M. Koch, D. Norris, and M. Hund-Georgiadis, "An Investigation of Functional and Anatomical Connectivity Using Magnetic Resonance Imaging; Neuroimage, vol. 16, pp. 241-250, 2002. (Pubitemid 34852486)
    • (2002) NeuroImage , vol.16 , Issue.1 , pp. 241-250
    • Koch, M.A.1    Norris, D.G.2    Hund-Georgiadis, M.3
  • 21
    • 0027193910 scopus 로고
    • Is water diffusion restricted in human brain white matter? An echoplanar NMR imaging study
    • D. LeBihan, R. Turner, and P. Douek, "Is Water Diffusion Restricted in Human Brain White Matter? An Echo-Planar NMR Imaging Study; NeuroReport, vol. 4, pp. 887-890, July 1993. (Pubitemid 23202241)
    • (1993) NeuroReport , vol.4 , Issue.7 , pp. 887-890
    • Le Bihan, D.1    Turner, R.2    Douek, P.3
  • 22
    • 0033007902 scopus 로고    scopus 로고
    • Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging
    • DOI 10.1002/1531-8249(199902) 45:2<265::AID-ANA21>3.0.CO;2-3
    • S. Mori, B. Crain, V. Chacko, and P. van Zijl, "Three Dimensional Tracking of Axonal Projections in the Brain by Magnetic Resonance Imaging; Annals of Neurolology, vol. 45, pp. 265-269, 1999. (Pubitemid 29072377)
    • (1999) Annals of Neurology , vol.45 , Issue.2 , pp. 265-269
    • Mori, M.1    Crain, B.J.2    Chacko, V.P.3    Van Zijl, P.C.M.4
  • 24
    • 0036557913 scopus 로고    scopus 로고
    • Estimating distributed anatomical connectivity using fast marching methods and diffusion tensor imaging
    • DOI 10.1109/TMI.2002.1009386, PII S0278006202055350
    • G. Parker, C. Wheeler-Kingshott, and G. Barker, "Estimating Distributed Anatomical Connectivity Using Fast Marching Methods and Diffusion Tensor Imaging; Trans. Medical Imaging, vol. 21, pp. 505-512, 2002. (Pubitemid 34979827)
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , Issue.5 , pp. 505-512
    • Parker, G.J.M.1    Wheeler-Kingshott, C.A.M.2    Barker, G.J.3
  • 25
    • 0033889352 scopus 로고    scopus 로고
    • Regularization of diffusion-based direction maps for the tracking of brain white matter fascicles
    • DOI 10.1006/nimg.2000.0607
    • C. Poupon, C. Clark, V. Frouin, J. Regis, I. Bloch, D. LeBihan, and J. Mangin, "Regularization of Diffusion-Based Direction Maps for the Tracking of Brain White Matter Fascicles; NeuroImage, vol. 12, pp. 184-195, 2000. (Pubitemid 30627019)
    • (2000) NeuroImage , vol.12 , Issue.2 , pp. 184-195
    • Poupon, C.1    Clark, C.A.2    Frouin, V.3    Regis, J.4    Bloch, I.5    Le Bihan, D.6    Mangin, J.-F.7
  • 26
    • 24944552861 scopus 로고    scopus 로고
    • Flow-based fiber tracking with diffusion tensor and q-ball data: Validation and comparison to principal diffusion direction techniques
    • DOI 10.1016/j.neuroimage.2005.05.014, PII S1053811905003411
    • J. Campbell, K. Siddiqi, V. Rymar, A. Sadikot, and B. Pike, "Flow-Based Fiber Tracking with Diffusion Tensor q-Ball Data: Validation and Comparison to Principal Diffusion Direction Techniques; NeuroImage, vol. 27, pp. 725-736, 2005. (Pubitemid 41317243)
    • (2005) NeuroImage , vol.27 , Issue.4 , pp. 725-736
    • Campbell, J.S.W.1    Siddiqi, K.2    Rymar, V.V.3    Sadikot, A.F.4    Pike, G.B.5
  • 27
    • 0242353936 scopus 로고    scopus 로고
    • Characterization and propagation of uncertainty in diffusion-weighted MR imaging
    • P. Behrens et al., "Characterization and Propagation of Uncertainty in Diffusion-Weighted MR Imaging; Magnetic Resonance in Medicine, vol. 50, pp. 1077-1088, 2003.
    • (2003) Magnetic Resonance in Medicine , vol.50 , pp. 1077-1088
    • Behrens, P.1
  • 28
    • 18244362334 scopus 로고    scopus 로고
    • Confidence mapping in diffusion tensor magnetic resonance imaging tractography using a bootstrap approach
    • DOI 10.1002/mrm.20466
    • D. Jones and C. Pierpaoli, "Confidence Mapping in Diffusion Tensor Magnetic Resonance Imaging Tractography Using a Bootstrap Approach; Magnetic Resonance Medicine, vol. 53, pp. 1143-1149, 2005. (Pubitemid 40627791)
    • (2005) Magnetic Resonance in Medicine , vol.53 , Issue.5 , pp. 1143-1149
    • Jones, D.K.1    Pierpaoli, C.2
  • 29
    • 36048974851 scopus 로고    scopus 로고
    • Probabilistic streamline q-ball tractography using the residual bootstrap
    • DOI 10.1016/j.neuroimage.2007.08.021, PII S1053811907007185
    • J. Berman, S. Chung, P. Mukherjee, C. Hess, E. Han, and R. Henrya, "Probabilistic Streamline q-Ball Tractography Using the Residual Bootstrap; NeuroImage, vol. 39, pp. 215-222, 2008. (Pubitemid 350102206)
    • (2008) NeuroImage , vol.39 , Issue.1 , pp. 215-222
    • Berman, J.I.1    Chung, S.2    Mukherjee, P.3    Hess, C.P.4    Han, E.T.5    Henry, R.G.6
  • 30
    • 0028154030 scopus 로고
    • MR diffusion tensor spectroscopy and imaging
    • P. Basser, J. Matiello, and D.L. Bihan, "MR Diffusion Tensor Spectroscopy and Imaging; Biophysical J., vol. 66, pp. 259-267, Jan. 1994. (Pubitemid 24016507)
    • (1994) Biophysical Journal , vol.66 , Issue.1 , pp. 259-267
    • Basser, P.J.1    Mattiello, J.2    LeBihan, D.3
  • 31
    • 10044249029 scopus 로고    scopus 로고
    • Q-ball imaging
    • DOI 10.1002/mrm.20279
    • D.S. Tuch, "Q-Ball Imaging; Magnetic Resonance in Medicine, vol. 52, pp. 1358-1372, Dec. 2004. (Pubitemid 39612825)
    • (2004) Magnetic Resonance in Medicine , vol.52 , Issue.6 , pp. 1358-1372
    • Tuch, D.S.1
  • 32
    • 35649022928 scopus 로고    scopus 로고
    • Regularized, fast, and robust analytical Q-ball imaging
    • DOI 10.1002/mrm.21277
    • M. Descoteaux, E. Angelino, S. Fitzgibbons, and R. Deriche, "Regularized, Fast, and Robust Analytical q-Ball Imaging; Magnetic Resonance Medicine, vol. 58, pp. 497-510, 2007. (Pubitemid 350154960)
    • (2007) Magnetic Resonance in Medicine , vol.58 , Issue.3 , pp. 497-510
    • Descoteaux, M.1    Angelino, E.2    Fitzgibbons, S.3    Deriche, R.4
  • 33
    • 7444257398 scopus 로고    scopus 로고
    • Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution
    • DOI 10.1016/j.neuroimage.2004.07.037, PII S1053811904004100
    • J. Tournier, F. Calamante, D. Gadian, and A. Connelly, "Direct Estimation of the Fiber Orientation Density Function from Diffusion-Weighted MRI Data Using Spherical Deconvolution; NeuroImage, vol. 23, pp. 1176-1185, Sept. 2004. (Pubitemid 39446549)
    • (2004) NeuroImage , vol.23 , Issue.3 , pp. 1176-1185
    • Tournier, J.-D.1    Calamante, F.2    Gadian, D.G.3    Connelly, A.4
  • 34
    • 0036868662 scopus 로고    scopus 로고
    • Fiber tracking: Principles and strategies - A technical review
    • DOI 10.1002/nbm.781
    • S. Mori and P.V. Zijl, "Fiber Tracking: Principles and Strategiesa Technical Review; NMR in Biomedicine, vol. 15, pp. 468-480, 2002. (Pubitemid 36054510)
    • (2002) NMR in Biomedicine , vol.15 , Issue.7-8 , pp. 468-480
    • Mori, S.1    Van Zijl, P.C.M.2
  • 35
    • 0032783211 scopus 로고    scopus 로고
    • Non-invasive assessment of axonal fiber connectivity in the human brain via diffusion tensor MRI
    • DOI 10.1002/(SICI)1522-2594(199907)42:1 <37::AID-MRM7>3.0.CO;2-O
    • D. Jones, A. Simmons, S. Williams, and M. Horsfield, "Non-Invasive Assessment of Axonal Fiber Connectivity in the Human Brain Via Diffusion Tensor MRI; Magnetic Resonance in Medicine, vol. 42, pp. 37-41, 1999. (Pubitemid 29325611)
    • (1999) Magnetic Resonance in Medicine , vol.42 , Issue.1 , pp. 37-41
    • Jones, D.K.1    Simmons, A.2    Williams, S.C.R.3    Horsfield, M.A.4
  • 37
  • 41
    • 84937396642 scopus 로고    scopus 로고
    • Study of Connectivity in the Brain Using the Full Diffusion Tensor from MRI
    • Information Processing in Medical Imaging
    • P. Batchelor, D. Hill, F. Calamante, and D. Atkinson, "Study of Connectivity in the Brain Using the Full Diffusion Tensor from MRI; Proc. 17th Int'l Conf. Information Processing in Medical Imaging, pp. 121-133, 2001. (Pubitemid 33293264)
    • (2001) Lecture Notes in Computer Science , Issue.2082 , pp. 121-133
    • Batchelor, P.G.1    Hill, D.L.G.2    Calamante, F.3    Atkinson, D.4
  • 42
    • 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
    • Sept
    • L. O'Donnell, S. Haker, and C. Westin, "New Approaches to Estimation of White Matter Connectivity in Diffusion Tensor MRI: Elliptic PDEs and Geodesics in a Tensor-Warped Space; Proc. Fifth Int'l Conf. Medical Image Computing and Computer-Assisted Intervention, pp. 459-466, Sept. 2002.
    • (2002) Proc. Fifth Int'l Conf. Medical Image Computing and Computer-Assisted Intervention , pp. 459-466
    • O'Donnell, L.1    Haker, S.2    Westin, C.3
  • 44
    • 61449122192 scopus 로고    scopus 로고
    • A diffusion tensor imaging tractography algorithm based on navier-stokes fluid mechanics
    • Mar
    • N. Hageman, A. Toga, K. Narr, and D. Shattuck, "A Diffusion Tensor Imaging Tractography Algorithm Based on Navier-Stokes Fluid Mechanics; IEEE Trans. Medical Imaging, vol. 28, no. 3, pp. 348-360, Mar. 2009.
    • (2009) IEEE Trans. Medical Imaging , vol.28 , Issue.3 , pp. 348-360
    • Hageman, N.1    Toga, A.2    Narr, K.3    Shattuck, D.4
  • 49
    • 33748603196 scopus 로고    scopus 로고
    • 3D curve inference for diffusion MRI regularization and fibre tractography
    • DOI 10.1016/j.media.2006.06.009, PII S1361841506000545
    • P. Savadjiev, J. Campbell, and B.P.K. Siddiqi, "3D Curve Inferencefor Diffusion MRI Regularization and Fibre Tractography; Medical Image Analysis, vol. 10, pp. 799-813, Aug. 2006. (Pubitemid 44375497)
    • (2006) Medical Image Analysis , vol.10 , Issue.5 , pp. 799-813
    • Savadjiev, P.1    Campbell, J.S.W.2    Pike, G.B.3    Siddiqi, K.4
  • 50
    • 0031393806 scopus 로고    scopus 로고
    • Comparison of finite difference and pseudospectral methods for convective flow over a sphere
    • B. Fornberg and D. Merrill, "Comparison of Finite Difference and Pseudospectral Methods for Convective Flow over a Sphere; Geophysical Research Letters, vol. 24, pp. 3245-3248, 1997.
    • (1997) Geophysical Research Letters , vol.24 , pp. 3245-3248
    • Fornberg, B.1    Merrill, D.2
  • 51
    • 0036319801 scopus 로고    scopus 로고
    • Detection and modeling of non-Gaussian apparent diffusion coefficient profiles in human brain data
    • DOI 10.1002/mrm.10209
    • D. Alexander, G. Barker, and S. Arridge, "Detection and Modeling of Non-Gaussian Apparent Diffusion Coefficient Profiles in Human Brain Data; Magnetic Resonance in Medicine, vol. 48, pp. 331-340, 2002. (Pubitemid 34809422)
    • (2002) Magnetic Resonance in Medicine , vol.48 , Issue.2 , pp. 331-340
    • Alexander, D.C.1    Barker, G.J.2    Arridge, S.R.3
  • 52
    • 27644461834 scopus 로고    scopus 로고
    • Measurement of fiber orientation distributions using high angular resolution diffusion imaging
    • DOI 10.1002/mrm.20667
    • A. Anderson, "Measurement of Fiber Orientation Distributions Using High Angular Resolution Diffusion Imaging; Magnetic Resonance in Medicine, vol. 54, no. 5, pp. 1194-1206, 2005. (Pubitemid 41567199)
    • (2005) Magnetic Resonance in Medicine , vol.54 , Issue.5 , pp. 1194-1206
    • Anderson, A.W.1
  • 54
    • 78650500675 scopus 로고    scopus 로고
    • Probabilistic fiber tracking using the residual bootstrap with constrained spherical deconvolution
    • B. Jeurissen, A. Leemans, D.K. Jones, J.D. Tournier, and J. Sijbers, "Probabilistic Fiber Tracking Using the Residual Bootstrap with Constrained Spherical Deconvolution; Human Brain Mapping, vol. 32, pp. 461-479, 2011.
    • (2011) Human Brain Mapping , vol.32 , pp. 461-479
    • Jeurissen, B.1    Leemans, A.2    Jones, D.K.3    Tournier, J.D.4    Sijbers, J.5


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