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Volumn 147, Issue , 2017, Pages 964-975

Disentangling micro from mesostructure by diffusion MRI: A Bayesian approach

Author keywords

Axonal density; Diffusion MRI; Microstructural parameters; Microstructure imaging; Multi shell dMRI; White matter

Indexed keywords

ARTICLE; BAYES THEOREM; BRAIN CELL; BRAIN TISSUE; CELL STRUCTURE; CONTROLLED STUDY; DIFFUSION WEIGHTED IMAGING; HUMAN; HUMAN EXPERIMENT; IMAGING; MACHINE LEARNING; MICROSCOPY; NERVE FIBER; NEUROIMAGING; NORMAL HUMAN; ADULT; BIOLOGICAL MODEL; DIAGNOSTIC IMAGING; IMAGE PROCESSING; NEURITE; PROCEDURES; STANDARDS; WHITE MATTER;

EID: 85006124877     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2016.09.058     Document Type: Article
Times cited : (161)

References (40)
  • 1
    • 0003851729 scopus 로고
    • Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables
    • New York: Dover.
    • Abramowitz, M., Stegun, I., 1972. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. New York: Dover.
    • (1972)
    • Abramowitz, M.1    Stegun, I.2
  • 4
    • 27644461834 scopus 로고    scopus 로고
    • Measurement of fiber orientation distributions using high angular resolution diffusion imaging
    • Anderson, A.W., Measurement of fiber orientation distributions using high angular resolution diffusion imaging. Magn. Reson. Med. 54:5 (2005), 1194–1206.
    • (2005) Magn. Reson. Med. , vol.54 , Issue.5 , pp. 1194-1206
    • Anderson, A.W.1
  • 5
    • 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 27:1 (2005), 48–58.
    • (2005) Neuroimage , vol.27 , Issue.1 , pp. 48-58
    • Assaf, Y.1    Basser, P.J.2
  • 6
    • 44949264013 scopus 로고    scopus 로고
    • Axcaliber: a method for measuring axon diameter distribution from diffusion mri
    • Assaf, Y., Blumenfeld-Katzir, T., Yovel, Y., Basser, P., Axcaliber: a method for measuring axon diameter distribution from diffusion mri. Magn. Reson. Med. 59 (2008), 1347–1354.
    • (2008) Magn. Reson. Med. , vol.59 , pp. 1347-1354
    • Assaf, Y.1    Blumenfeld-Katzir, T.2    Yovel, Y.3    Basser, P.4
  • 7
    • 0033786160 scopus 로고    scopus 로고
    • In vivo fiber tractography using DT-MRI data
    • [20481737 0740–3194 Journal Article]
    • Basser, P.J., Pajevic, S., Pierpaoli, C., Duda, J., Aldroubi, A., In vivo fiber tractography using DT-MRI data. Magn. Reson Med. 44:4 (2000), 625–632 [20481737 0740–3194 Journal Article].
    • (2000) Magn. Reson Med. , vol.44 , Issue.4 , pp. 625-632
    • Basser, P.J.1    Pajevic, S.2    Pierpaoli, C.3    Duda, J.4    Aldroubi, A.5
  • 8
    • 56149107710 scopus 로고    scopus 로고
    • Neuroscience tools: brain insights
    • Blow, N., Neuroscience tools: brain insights. Nat. Methods 5:11 (2008), 981–987.
    • (2008) Nat. Methods , vol.5 , Issue.11 , pp. 981-987
    • Blow, N.1
  • 9
    • 77957299692 scopus 로고    scopus 로고
    • Track-density imaging (tdi): super-resolution white matter imaging using whole-brain track-density mapping
    • Calamante, F., Tournier, J.-D., Jackson, G.D., Connelly, A., Track-density imaging (tdi): super-resolution white matter imaging using whole-brain track-density mapping. Neuroimage 53:4 (2010), 1233–1243.
    • (2010) Neuroimage , vol.53 , Issue.4 , pp. 1233-1243
    • Calamante, F.1    Tournier, J.-D.2    Jackson, G.D.3    Connelly, A.4
  • 10
    • 0018606001 scopus 로고
    • Diffusion of water in the endosperm tissue of wheat grains as studied by pulsed field gradient nuclear magnetic resonance
    • Callaghan, P., Jolley, K., Lelievre, J., Diffusion of water in the endosperm tissue of wheat grains as studied by pulsed field gradient nuclear magnetic resonance. Biophys. J. 28:1 (1979), 133–141.
    • (1979) Biophys. J. , vol.28 , Issue.1 , pp. 133-141
    • Callaghan, P.1    Jolley, K.2    Lelievre, J.3
  • 11
    • 84941208059 scopus 로고    scopus 로고
    • Global tractography of multi-shell diffusion-weighted imaging data using a multi-tissue model
    • Christiaens, D., Reisert, M., Dhollander, T., Sunaert, S., Suetens, P., Maes, F., Global tractography of multi-shell diffusion-weighted imaging data using a multi-tissue model. Neuroimage 123 (2015), 89–101.
    • (2015) Neuroimage , vol.123 , pp. 89-101
    • Christiaens, D.1    Reisert, M.2    Dhollander, T.3    Sunaert, S.4    Suetens, P.5    Maes, F.6
  • 13
    • 85012102987 scopus 로고    scopus 로고
    • COMMIT: Convex optimization modeling for microstructure informed tractography
    • Daducci, A., Dal Palu, A., Alia, L., Thiran, J., 2014. COMMIT: Convex optimization modeling for microstructure informed tractography.
    • (2014)
    • Daducci, A.1    Dal Palu, A.2    Alia, L.3    Thiran, J.4
  • 14
    • 84955252091 scopus 로고    scopus 로고
    • Isotropic diffusion weighting provides insight on diffusion compartments in human brain white matter in vivo
    • In: Proceedings of the 23th ISMRM Annual Meeting, Toronto. p. 2788.
    • Dhital, B., Kellner, E., Reisert, M., Kiselev, V.G., 2015. Isotropic diffusion weighting provides insight on diffusion compartments in human brain white matter in vivo. In: Proceedings of the 23th ISMRM Annual Meeting, Toronto. p. 2788.
    • (2015)
    • Dhital, B.1    Kellner, E.2    Reisert, M.3    Kiselev, V.G.4
  • 16
    • 79960619279 scopus 로고    scopus 로고
    • White matter characterization with diffusional kurtosis imaging
    • Fieremans, E., Jensen, J., Helpern, J., White matter characterization with diffusional kurtosis imaging. Neuroimage 58:1 (2011), 177–188.
    • (2011) Neuroimage , vol.58 , Issue.1 , pp. 177-188
    • Fieremans, E.1    Jensen, J.2    Helpern, J.3
  • 17
    • 84882540714 scopus 로고    scopus 로고
    • Statistical Parametric Mapping: The Analysis of Functional Brain Images
    • Elsevier.
    • Friston, K.J., Ashburner, J.T., Kiebel, S.J., Nichols, T.E., Penny, W.D. (Eds.), 2007. Statistical Parametric Mapping: The Analysis of Functional Brain Images. Elsevier.
    • (2007)
    • Friston, K.J.1    Ashburner, J.T.2    Kiebel, S.J.3    Nichols, T.E.4    Penny, W.D.5
  • 19
    • 84947447886 scopus 로고    scopus 로고
    • In: Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015
    • Springer, pp.
    • Golkov, V., Dosovitskiy, A., Sämann, P., Sperl, J.I., Sprenger, T., Czisch, M., Menzel, M.I., Gómez, P.A., Haase, A., Brox, T., et al., 2015. q-space deep learning for twelve-fold shorter and model-free diffusion mri scans. In: Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015. Springer, pp. 37–44.
    • (2015) , pp. 37-44
    • Golkov, V.1    Dosovitskiy, A.2    Sämann, P.3    Sperl, J.I.4    Sprenger, T.5    Czisch, M.6    Menzel, M.I.7    Gómez, P.A.8    Haase, A.9    Brox, T.10
  • 20
    • 85012102966 scopus 로고    scopus 로고
    • Degeneracy in model parameter estimation for multicompartmental diffusion in neuronal tissue
    • NMR in Biomedicinein:print.
    • Jelescu, I.O., Veraart, J., Fieremans, E., Novikov, D.S., 2015. Degeneracy in model parameter estimation for multicompartmental diffusion in neuronal tissue. NMR in Biomedicinein:print.
    • (2015)
    • Jelescu, I.O.1    Veraart, J.2    Fieremans, E.3    Novikov, D.S.4
  • 22
    • 84888018613 scopus 로고    scopus 로고
    • Orientationally invariant metrics of apparent compartment eccentricity from double pulsed field gradient diffusion experiments
    • Jespersen, S.N., Lundell, H., Sonderby, C.K., Dyrby, T.B., Orientationally invariant metrics of apparent compartment eccentricity from double pulsed field gradient diffusion experiments. NMR Biomed. 26:12 (2013), 1647–1662.
    • (2013) NMR Biomed. , vol.26 , Issue.12 , pp. 1647-1662
    • Jespersen, S.N.1    Lundell, H.2    Sonderby, C.K.3    Dyrby, T.B.4
  • 24
    • 85012066125 scopus 로고    scopus 로고
    • Quantitative mapping of the per-axon diffusion coefficients in brain white matter
    • Kaden, E., Kruggel, F., Alexander, D.C., Quantitative mapping of the per-axon diffusion coefficients in brain white matter. Magn. Reson. Med., 2015.
    • (2015) Magn. Reson. Med.
    • Kaden, E.1    Kruggel, F.2    Alexander, D.C.3
  • 25
    • 4344701196 scopus 로고    scopus 로고
    • Rotation invariant spherical harmonic represenation of 3d shape descriptors
    • In: Kobbelt, L., Schï¿rer, P., Hoppe, H. (Eds.). In: Proceedings of the Eurographics Symposium on Geometry Processing.
    • Kazhdan, M., Funkhouser, T., Rusinkiewicz, S., 2003. Rotation invariant spherical harmonic represenation of 3d shape descriptors. In: Kobbelt, L., Schï¿rer, P., Hoppe, H. (Eds.). In: Proceedings of the Eurographics Symposium on Geometry Processing.
    • (2003)
    • Kazhdan, M.1    Funkhouser, T.2    Rusinkiewicz, S.3
  • 26
    • 85012077777 scopus 로고    scopus 로고
    • Gibbs-ringing artifact removal based on local subvoxel-shifts
    • Kellner, E., Dhital, B., Reisert, M., 2015. Gibbs-ringing artifact removal based on local subvoxel-shifts. arXiv preprint arXiv:1501.07758.
    • (2015)
    • Kellner, E.1    Dhital, B.2    Reisert, M.3
  • 27
    • 84902573086 scopus 로고    scopus 로고
    • Microanisotropy imaging: quantification of microscopic diffusion anisotropy and orientational order parameter by diffusion mri with magic-angle spinning of the q-vector
    • Lasic, S., Szczepankiewicz, F., Eriksson, S., Nilsson, M., Topgaard, D., Microanisotropy imaging: quantification of microscopic diffusion anisotropy and orientational order parameter by diffusion mri with magic-angle spinning of the q-vector. Front. Phys., 2, 2014, 11.
    • (2014) Front. Phys. , vol.2 , pp. 11
    • Lasic, S.1    Szczepankiewicz, F.2    Eriksson, S.3    Nilsson, M.4    Topgaard, D.5
  • 28
    • 0036868679 scopus 로고    scopus 로고
    • A framework based on spin glass models for the inference of anatomical connectivity from diffusion-weighted mr data - a technical review
    • Mangin, J., A framework based on spin glass models for the inference of anatomical connectivity from diffusion-weighted mr data - a technical review. NMR Biomed. 15:7–8 (2002), 481–492, 10.1002/nbm.780.
    • (2002) NMR Biomed. , vol.15 , Issue.7-8 , pp. 481-492
    • Mangin, J.1
  • 29
    • 0033007902 scopus 로고    scopus 로고
    • Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging
    • [99142739 0364-5134 Journal Article]
    • Mori, S., Crain, B.J., Chacko, V.P., van Zijl, P.C., Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann. Neurol. 45:2 (1999), 265–269 [99142739 0364-5134 Journal Article].
    • (1999) Ann. Neurol. , vol.45 , Issue.2 , pp. 265-269
    • Mori, S.1    Crain, B.J.2    Chacko, V.P.3    van Zijl, P.C.4
  • 30
    • 84857466151 scopus 로고    scopus 로고
    • Machine learning: a probabilistic perspective
    • MIT press.
    • Murphy, K.P., 2012. Machine learning: a probabilistic perspective. MIT press.
    • (2012)
    • Murphy, K.P.1
  • 32
    • 85018263233 scopus 로고    scopus 로고
    • From diffusion signal moments to neurite diffusivities, volume fraction and orientation distribution: an exact solution
    • In: Proceedings of the 23rd Annual Meeting of ISMRM. Toronto, Canada, p. 469.
    • Novikov, D.S., Jelescu, I.O., Fieremans, E., June 2015. From diffusion signal moments to neurite diffusivities, volume fraction and orientation distribution: an exact solution. In: Proceedings of the 23rd Annual Meeting of ISMRM. Toronto, Canada, p. 469.
    • (2015)
    • Novikov, D.S.1    Jelescu, I.O.2    Fieremans, E.3
  • 34
    • 84855432054 scopus 로고    scopus 로고
    • Compartment models of the diffusion MR signal in brain white matter: a taxonomy and comparison
    • Panagiotaki, E., Schneider, T., Siow, B., Hall, M.G., Lythgoe, M.F., Alexander, D.C., Compartment models of the diffusion MR signal in brain white matter: a taxonomy and comparison. Neuroimage 59:3 (2012), 2241–2254.
    • (2012) Neuroimage , vol.59 , Issue.3 , pp. 2241-2254
    • Panagiotaki, E.1    Schneider, T.2    Siow, B.3    Hall, M.G.4    Lythgoe, M.F.5    Alexander, D.C.6
  • 35
    • 0043212183 scopus 로고    scopus 로고
    • A framework for a streamline-based probabilistic index of connectivity (pico) using a structural interpretation of mri diffusion measurements
    • [english 1053-1807]
    • Parker, G.J.M., Haroon, H.A., Wheeler-Kingshott, C.A.M., A framework for a streamline-based probabilistic index of connectivity (pico) using a structural interpretation of mri diffusion measurements. J. Magn. Reson Imaging 18:2 (2003), 242–254 [english 1053-1807].
    • (2003) J. Magn. Reson Imaging , vol.18 , Issue.2 , pp. 242-254
    • Parker, G.J.M.1    Haroon, H.A.2    Wheeler-Kingshott, C.A.M.3
  • 37
    • 34147121196 scopus 로고    scopus 로고
    • Robust determination of the fibre orientation distribution in diffusion mri: non-negativity constrained super-resolved spherical deconvolution
    • Tournier, J., Calamante, F., Gadian, D., Connelly, A., Robust determination of the fibre orientation distribution in diffusion mri: non-negativity constrained super-resolved spherical deconvolution. NeuroImage 35:4 (2007), 1459–1472.
    • (2007) NeuroImage , vol.35 , Issue.4 , pp. 1459-1472
    • Tournier, J.1    Calamante, F.2    Gadian, D.3    Connelly, A.4
  • 39
    • 0034060592 scopus 로고    scopus 로고
    • Adaptive reconstruction of phased array mr imagery
    • Walsh, D.O., Gmitro, A.F., Marcellin, M.W., Adaptive reconstruction of phased array mr imagery. Magn. Reson. Med. 43:5 (2000), 682–690.
    • (2000) Magn. Reson. Med. , vol.43 , Issue.5 , pp. 682-690
    • Walsh, D.O.1    Gmitro, A.F.2    Marcellin, M.W.3
  • 40
    • 84861332834 scopus 로고    scopus 로고
    • NODDI: practical in vivo neurite orientation dispersion and density imaging of the human brain
    • Zhang, H., Schneider, T., Wheeler-Kingshott, C.A.M., Alexander, D., NODDI: practical in vivo neurite orientation dispersion and density imaging of the human brain. NeuroImage 61 (2011), 1000–1016.
    • (2011) NeuroImage , vol.61 , pp. 1000-1016
    • Zhang, H.1    Schneider, T.2    Wheeler-Kingshott, C.A.M.3    Alexander, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.