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Volumn 29, Issue 1, 2016, Pages 33-47

Degeneracy in model parameter estimation for multi-compartmental diffusion in neuronal tissue

Author keywords

Biophysical mechanisms of MR diffusion; High order diffusion MR methods; Microstructure; Modeling; Normal brain; Parameter estimation

Indexed keywords

BIOPHYSICS; DIFFUSION; MAGNETIC RESONANCE IMAGING; MICROSTRUCTURE; MODELS; SIGNAL TO NOISE RATIO;

EID: 84955313068     PISSN: 09523480     EISSN: 10991492     Source Type: Journal    
DOI: 10.1002/nbm.3450     Document Type: Article
Times cited : (243)

References (68)
  • 1
    • 0036868692 scopus 로고    scopus 로고
    • The basis of anisotropic water diffusion in the nervous system - a technical review
    • Beaulieu C. The basis of anisotropic water diffusion in the nervous system - a technical review. NMR Biomed. 2002; 15(7/8): 435-455.
    • (2002) NMR Biomed. , vol.15 , Issue.7-8 , pp. 435-455
    • Beaulieu, C.1
  • 2
    • 0025807174 scopus 로고
    • Adult and neonatal human brain: diffusional anisotropy and myelination with diffusion-weighted MR imaging
    • Sakuma H, Nomura Y, Takeda K, Tagami T, Nakagawa T, Tamagawa Y, Ishii Y, Tsukamoto T. Adult and neonatal human brain: diffusional anisotropy and myelination with diffusion-weighted MR imaging. Radiology 1991; 180(1): 229-233.
    • (1991) Radiology , vol.180 , Issue.1 , pp. 229-233
    • Sakuma, H.1    Nomura, Y.2    Takeda, K.3    Tagami, T.4    Nakagawa, T.5    Tamagawa, Y.6    Ishii, Y.7    Tsukamoto, T.8
  • 3
    • 84906794628 scopus 로고    scopus 로고
    • The early development of brain white matter: a review of imaging studies in fetuses, newborns and infants
    • Dubois J, Dehaene-Lambertz G, Kulikova S, Poupon C, Huppi PS, Hertz-Pannier L. The early development of brain white matter: a review of imaging studies in fetuses, newborns and infants. Neuroscience 2014; 276: 48-71.
    • (2014) Neuroscience , vol.276 , pp. 48-71
    • Dubois, J.1    Dehaene-Lambertz, G.2    Kulikova, S.3    Poupon, C.4    Huppi, P.S.5    Hertz-Pannier, L.6
  • 4
    • 40849123762 scopus 로고    scopus 로고
    • Microstructural maturation of the human brain from childhood to adulthood
    • Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C. Microstructural maturation of the human brain from childhood to adulthood. Neuroimage 2008; 40(3): 1044-1055.
    • (2008) Neuroimage , vol.40 , Issue.3 , pp. 1044-1055
    • Lebel, C.1    Walker, L.2    Leemans, A.3    Phillips, L.4    Beaulieu, C.5
  • 6
    • 84920273672 scopus 로고    scopus 로고
    • One diffusion acquisition and different white matter models: how does microstructure change in human early development based on WMTI and NODDI?
    • Jelescu IO, Veraart J, Adisetiyo V, Milla SS, Novikov DS, Fieremans E. One diffusion acquisition and different white matter models: how does microstructure change in human early development based on WMTI and NODDI? Neuroimage 2015; 107: 242-256.
    • (2015) Neuroimage , vol.107 , pp. 242-256
    • Jelescu, I.O.1    Veraart, J.2    Adisetiyo, V.3    Milla, S.S.4    Novikov, D.S.5    Fieremans, E.6
  • 7
    • 0028393835 scopus 로고
    • Increased self-diffusion of brain water in normal aging
    • Gideon P, Thomsen C, Henriksen O. Increased self-diffusion of brain water in normal aging. J. Magn. Reson. Imaging 1994; 4(2): 185-188.
    • (1994) J. Magn. Reson. Imaging , vol.4 , Issue.2 , pp. 185-188
    • Gideon, P.1    Thomsen, C.2    Henriksen, O.3
  • 8
    • 0036868663 scopus 로고    scopus 로고
    • Diffusion tensor imaging and aging - a review
    • Moseley M. Diffusion tensor imaging and aging - a review. NMR Biomed. 2002; 15(7/8): 553-560.
    • (2002) NMR Biomed. , vol.15 , Issue.7-8 , pp. 553-560
    • Moseley, M.1
  • 10
    • 12244265509 scopus 로고    scopus 로고
    • Oscillating gradient measurements of water diffusion in normal and globally ischemic rat brain
    • Does MD, Parsons EC, Gore JC. Oscillating gradient measurements of water diffusion in normal and globally ischemic rat brain. Magn. Reson. Med. 2003; 49(2): 206-215.
    • (2003) Magn. Reson. Med. , vol.49 , Issue.2 , pp. 206-215
    • Does, M.D.1    Parsons, E.C.2    Gore, J.C.3
  • 12
    • 84895926390 scopus 로고    scopus 로고
    • Network dysfunction after traumatic brain injury
    • Sharp DJ, Scott G, Leech R. Network dysfunction after traumatic brain injury. Nat. Rev. Neurol. 2014; 10(3): 156-166.
    • (2014) Nat. Rev. Neurol. , vol.10 , Issue.3 , pp. 156-166
    • Sharp, D.J.1    Scott, G.2    Leech, R.3
  • 13
    • 0026560147 scopus 로고
    • In vivo magnetic resonance diffusion measurement in the brain of patients with multiple sclerosis
    • Larsson HB, Thomsen C, Frederiksen J, Stubgaard M, Henriksen O. In vivo magnetic resonance diffusion measurement in the brain of patients with multiple sclerosis. Magn. Reson. Imaging 1992; 10(1): 7-12.
    • (1992) Magn. Reson. Imaging , vol.10 , Issue.1 , pp. 7-12
    • Larsson, H.B.1    Thomsen, C.2    Frederiksen, J.3    Stubgaard, M.4    Henriksen, O.5
  • 14
    • 78650444157 scopus 로고    scopus 로고
    • Diffusion imaging in multiple sclerosis: research and clinical implications
    • Inglese M, Bester M. Diffusion imaging in multiple sclerosis: research and clinical implications. NMR Biomed. 2010; 23(7): 865-872.
    • (2010) NMR Biomed. , vol.23 , Issue.7 , pp. 865-872
    • Inglese, M.1    Bester, M.2
  • 15
    • 84859410221 scopus 로고    scopus 로고
    • New MRI markers for Alzheimer's disease: a meta-analysis of diffusion tensor imaging and a comparison with medial temporal lobe measurements
    • Clerx L, Visser PJ, Verhey F, Aalten P. New MRI markers for Alzheimer's disease: a meta-analysis of diffusion tensor imaging and a comparison with medial temporal lobe measurements. J. Alzheimer's Dis. 2012; 29(2): 405-429.
    • (2012) J. Alzheimer's Dis. , vol.29 , Issue.2 , pp. 405-429
    • Clerx, L.1    Visser, P.J.2    Verhey, F.3    Aalten, P.4
  • 17
    • 79955051013 scopus 로고    scopus 로고
    • The cumulant expansion: an overarching mathematical framework for understanding diffusion NMR
    • In, Jones DK (ed.). Oxford University Press: Oxford
    • Kiselev VG. The cumulant expansion: an overarching mathematical framework for understanding diffusion NMR. In Diffusion MRI: Theory, Methods and Applications, Jones DK (ed.). Oxford University Press: Oxford, 2010: 152-168.
    • (2010) Diffusion MRI: Theory, Methods and Applications , pp. 152-168
    • Kiselev, V.G.1
  • 18
    • 0028398052 scopus 로고
    • Estimation of the effective self-diffusion tensor from the NMR spin echo
    • Basser PJ, Mattiello J, LeBihan D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J. Magn. Reson. B 1994; 103(3): 247-254.
    • (1994) J. Magn. Reson. B , vol.103 , Issue.3 , pp. 247-254
    • Basser, P.J.1    Mattiello, J.2    LeBihan, D.3
  • 19
    • 19544371362 scopus 로고    scopus 로고
    • Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging
    • Jensen JH, Helpern JA, Ramani A, Lu H, Kaczynski K. Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging. Magn. Reson. Med. 2005; 53(6): 1432-1440.
    • (2005) Magn. Reson. Med. , vol.53 , Issue.6 , pp. 1432-1440
    • Jensen, J.H.1    Helpern, J.A.2    Ramani, A.3    Lu, H.4    Kaczynski, K.5
  • 21
    • 7544245274 scopus 로고    scopus 로고
    • New modeling and experimental framework to characterize hindered and restricted water diffusion in brain white matter
    • Assaf Y, Freidlin RZ, Rohde GK, Basser PJ. New modeling and experimental framework to characterize hindered and restricted water diffusion in brain white matter. Magn. Reson. Med. 2004; 52(5): 965-978.
    • (2004) Magn. Reson. Med. , vol.52 , Issue.5 , pp. 965-978
    • Assaf, Y.1    Freidlin, R.Z.2    Rohde, G.K.3    Basser, P.J.4
  • 22
    • 44949264013 scopus 로고    scopus 로고
    • AxCaliber: a method for measuring axon diameter distribution from diffusion MRI
    • Assaf Y, Blumenfeld-Katzir T, Yovel Y, Basser PJ. AxCaliber: a method for measuring axon diameter distribution from diffusion MRI. Magn. Reson. Med. 2008; 59(6): 1347-1354.
    • (2008) Magn. Reson. Med. , vol.59 , Issue.6 , pp. 1347-1354
    • Assaf, Y.1    Blumenfeld-Katzir, T.2    Yovel, Y.3    Basser, P.J.4
  • 26
    • 0031022226 scopus 로고    scopus 로고
    • An analytical model of restricted diffusion in bovine optic nerve
    • Stanisz GJ, Szafer A, Wright GA, Henkelman RM. An analytical model of restricted diffusion in bovine optic nerve. Magn. Reson. Med. 1997; 37(1): 103-111.
    • (1997) Magn. Reson. Med. , vol.37 , Issue.1 , pp. 103-111
    • Stanisz, G.J.1    Szafer, A.2    Wright, G.A.3    Henkelman, R.M.4
  • 27
    • 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 CA, Alexander DC. NODDI: practical in vivo neurite orientation dispersion and density imaging of the human brain. Neuroimage 2012; 61(4): 1000-1016.
    • (2012) Neuroimage , vol.61 , Issue.4 , pp. 1000-1016
    • Zhang, H.1    Schneider, T.2    Wheeler-Kingshott, C.A.3    Alexander, D.C.4
  • 28
    • 7544232782 scopus 로고    scopus 로고
    • On the nature of the NAA diffusion attenuated MR signal in the central nervous system
    • Kroenke CD, Ackerman JJ, Yablonskiy DA. On the nature of the NAA diffusion attenuated MR signal in the central nervous system. Magn. Reson. Med. 2004; 52(5): 1052-1059.
    • (2004) Magn. Reson. Med. , vol.52 , Issue.5 , pp. 1052-1059
    • Kroenke, C.D.1    Ackerman, J.J.2    Yablonskiy, D.A.3
  • 29
    • 66549124324 scopus 로고    scopus 로고
    • In vivo measurement of axon diameter distribution in the corpus callosum of rat brain
    • Barazany D, Basser PJ, Assaf Y. In vivo measurement of axon diameter distribution in the corpus callosum of rat brain. Brain 2009; 132(5): 1210-1220.
    • (2009) Brain , vol.132 , Issue.5 , pp. 1210-1220
    • Barazany, D.1    Basser, P.J.2    Assaf, Y.3
  • 30
    • 84959256828 scopus 로고    scopus 로고
    • From diffusion signal moments to neurite diffusivities, volume fraction and orientation distribution: an exact solution
    • Toronto, Canada
    • Novikov DS, Jelescu IO, Fieremans E. From diffusion signal moments to neurite diffusivities, volume fraction and orientation distribution: an exact solution. In Proc. of the ISMRM 23rd Annual Meeting and Exhibition 2015; Toronto, Canada. 469.
    • (2015) Proc. of the ISMRM 23rd Annual Meeting and Exhibition , pp. 469
    • Novikov, D.S.1    Jelescu, I.O.2    Fieremans, E.3
  • 31
    • 0000480451 scopus 로고
    • Asymptotic theory of nonlinear least squares estimation
    • Wu C-F. Asymptotic theory of nonlinear least squares estimation. Ann. Stat. 1981; 9(3): 501-513.
    • (1981) Ann. Stat. , vol.9 , Issue.3 , pp. 501-513
    • Wu, C.-F.1
  • 32
    • 84899919601 scopus 로고    scopus 로고
    • Assessing white matter microstructure of the newborn with multi-shell diffusion MRI and biophysical compartment models
    • Kunz N, Zhang H, Vasung L, O'Brien KR, Assaf Y, Lazeyras F, Alexander DC, Huppi PS. Assessing white matter microstructure of the newborn with multi-shell diffusion MRI and biophysical compartment models. Neuroimage 2014; 96: 288-299.
    • (2014) Neuroimage , vol.96 , pp. 288-299
    • Kunz, N.1    Zhang, H.2    Vasung, L.3    O'Brien, K.R.4    Assaf, Y.5    Lazeyras, F.6    Alexander, D.C.7    Huppi, P.S.8
  • 33
    • 0028907557 scopus 로고
    • Theoretical model for water diffusion in tissues
    • Szafer A, Zhong J, Gore JC. Theoretical model for water diffusion in tissues. Magn. Reson. Med. 1995; 33(5): 697-712.
    • (1995) Magn. Reson. Med. , vol.33 , Issue.5 , pp. 697-712
    • Szafer, A.1    Zhong, J.2    Gore, J.C.3
  • 34
    • 84920270255 scopus 로고    scopus 로고
    • [accessed 22 May 2013].
    • Zhang H. NODDI Matlab Toolbox. http://www.nitrc.org/projects/noddi_toolbox/ [accessed 22 May 2013].
    • NODDI Matlab Toolbox
    • Zhang, H.1
  • 35
    • 33745948326 scopus 로고    scopus 로고
    • levmar: Levenberg-Marquardt Nonlinear Least Squares Algorithms in C/C++
    • [July ]
    • Lourakis MIA. levmar: Levenberg-Marquardt Nonlinear Least Squares Algorithms in C/C++. http://www.ics.forth.gr/~lourakis/levmar/ [July 2004].
    • (2004)
    • Lourakis, M.I.A.1
  • 36
    • 84969423556 scopus 로고    scopus 로고
    • EDDY - a Tool for Correcting Eddy Currents and Movements in Diffusion Data
    • Andersson J. EDDY - a Tool for Correcting Eddy Currents and Movements in Diffusion Data. fsl.fmrib.ox.ac.uk/fsl/fslwiki/EDDY [2013].
    • (2013)
    • Andersson, J.1
  • 37
    • 84878885395 scopus 로고    scopus 로고
    • Weighted linear least squares estimation of diffusion MRI parameters: strengths, limitations, and pitfalls
    • Veraart J, Sijbers J, Sunaert S, Leemans A, Jeurissen B. Weighted linear least squares estimation of diffusion MRI parameters: strengths, limitations, and pitfalls. Neuroimage 2013; 81: 335-346.
    • (2013) Neuroimage , vol.81 , pp. 335-346
    • Veraart, J.1    Sijbers, J.2    Sunaert, S.3    Leemans, A.4    Jeurissen, B.5
  • 39
    • 84991716965 scopus 로고    scopus 로고
    • Diffusion MRI noise mapping using random matrix theory
    • [Epub ahead of print].
    • Veraart J, Fieremans E, Novikov DS. Diffusion MRI noise mapping using random matrix theory. Magn. Reson. Med. 2015; doi: 10.1002/mrm.26059. [Epub ahead of print].
    • (2015) Magn. Reson. Med.
    • Veraart, J.1    Fieremans, E.2    Novikov, D.S.3
  • 40
    • 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(6): 910-914.
    • (1995) Magn. Reson. Med. , vol.34 , Issue.6 , pp. 910-914
    • Gudbjartsson, H.1    Patz, S.2
  • 41
    • 78650484475 scopus 로고    scopus 로고
    • Monte Carlo study of a two-compartment exchange model of diffusion
    • Fieremans E, Novikov DS, Jensen JH, Helpern JA. Monte Carlo study of a two-compartment exchange model of diffusion. NMR Biomed. 2010; 23(7): 711-724.
    • (2010) NMR Biomed. , vol.23 , Issue.7 , pp. 711-724
    • Fieremans, E.1    Novikov, D.S.2    Jensen, J.H.3    Helpern, J.A.4
  • 42
    • 85027921911 scopus 로고    scopus 로고
    • Microstructural organization of axons in the human corpus callosum quantified by diffusion-weighted magnetic resonance spectroscopy of N-acetylaspartate and post-mortem histology
    • Ronen I, Budde M, Ercan E, Annese J, Techawiboonwong A, Webb A. Microstructural organization of axons in the human corpus callosum quantified by diffusion-weighted magnetic resonance spectroscopy of N-acetylaspartate and post-mortem histology. Brain Struct. Funct. 2014; 219(5): 1773-1785.
    • (2014) Brain Struct. Funct. , vol.219 , Issue.5 , pp. 1773-1785
    • Ronen, I.1    Budde, M.2    Ercan, E.3    Annese, J.4    Techawiboonwong, A.5    Webb, A.6
  • 43
    • 79960619279 scopus 로고    scopus 로고
    • White matter characterization with diffusional kurtosis imaging
    • Fieremans E, Jensen JH, Helpern JA. White matter characterization with diffusional kurtosis imaging. Neuroimage 2011; 58(1): 177-188.
    • (2011) Neuroimage , vol.58 , Issue.1 , pp. 177-188
    • Fieremans, E.1    Jensen, J.H.2    Helpern, J.A.3
  • 44
    • 0026742382 scopus 로고
    • Mechanism of detection of acute cerebral ischemia in rats by diffusion-weighted magnetic resonance microscopy
    • Benveniste H, Hedlund LW, Johnson GA. Mechanism of detection of acute cerebral ischemia in rats by diffusion-weighted magnetic resonance microscopy. Stroke 1992; 23(5): 746-754.
    • (1992) Stroke , vol.23 , Issue.5 , pp. 746-754
    • Benveniste, H.1    Hedlund, L.W.2    Johnson, G.A.3
  • 48
    • 84955252091 scopus 로고    scopus 로고
    • Isotropic diffusion weighting provides insight on diffusion compartments in human brain white matter in vivo
    • Toronto, Canada
    • Dhital B, Kellner E, Reisert M, Kiselev VG. Isotropic diffusion weighting provides insight on diffusion compartments in human brain white matter in vivo. In Proc. of the ISMRM 23rd Annual Meeting and Exhibition 2015; Toronto, Canada. 2788.
    • (2015) Proc. of the ISMRM 23rd Annual Meeting and Exhibition , pp. 2788
    • Dhital, B.1    Kellner, E.2    Reisert, M.3    Kiselev, V.G.4
  • 49
    • 0000176164 scopus 로고
    • One-parameter scaling of localization length and conductance in disordered systems
    • MacKinnon A, Kramer B. One-parameter scaling of localization length and conductance in disordered systems. Phys. Rev. Lett. 1981; 47(21): 1546-1549.
    • (1981) Phys. Rev. Lett. , vol.47 , Issue.21 , pp. 1546-1549
    • MacKinnon, A.1    Kramer, B.2
  • 50
  • 51
    • 0002290665 scopus 로고
    • Conductivity of a two-dimensional two-phase system
    • Dykhne AM. Conductivity of a two-dimensional two-phase system. Sov. Phys. JETP 1971; 32(1): 63-65.
    • (1971) Sov. Phys. JETP , vol.32 , Issue.1 , pp. 63-65
    • Dykhne, A.M.1
  • 52
    • 0000219939 scopus 로고
    • A theorem on the conductivity of a composite medium
    • Keller JB. A theorem on the conductivity of a composite medium. J. Math. Phys. 1964; 5(4): 548-549.
    • (1964) J. Math. Phys. , vol.5 , Issue.4 , pp. 548-549
    • Keller, J.B.1
  • 54
    • 84955312953 scopus 로고    scopus 로고
    • Relating extracellular diffusivity to cell size distribution and packing density as applied to white matter
    • Melbourne, Australia. 1829.
    • Novikov DS, Fieremans E. Relating extracellular diffusivity to cell size distribution and packing density as applied to white matter. In Proc. of the ISMRM 20th Annual Meeting 2012; Melbourne, Australia. 1829.
    • (2012) Proc. of the ISMRM 20th Annual Meeting
    • Novikov, D.S.1    Fieremans, E.2
  • 55
    • 27744518351 scopus 로고    scopus 로고
    • A model for diffusion in white matter in the brain
    • Sen PN, Basser PJ. A model for diffusion in white matter in the brain. Biophys. J. 2005; 89(5): 2927-2938.
    • (2005) Biophys. J. , vol.89 , Issue.5 , pp. 2927-2938
    • Sen, P.N.1    Basser, P.J.2
  • 56
    • 27744583483 scopus 로고    scopus 로고
    • Extracellular space diffusion in central nervous system: anisotropic diffusion measured by elliptical surface photobleaching
    • Papadopoulos MC, Kim JK, Verkman AS. Extracellular space diffusion in central nervous system: anisotropic diffusion measured by elliptical surface photobleaching. Biophys. J. 2005; 89(5): 3660-3668.
    • (2005) Biophys. J. , vol.89 , Issue.5 , pp. 3660-3668
    • Papadopoulos, M.C.1    Kim, J.K.2    Verkman, A.S.3
  • 57
    • 0032431690 scopus 로고    scopus 로고
    • 2-discriminated water diffusion in myelinated and nonmyelinated nerve
    • 2-discriminated water diffusion in myelinated and nonmyelinated nerve. Magn. Reson. Imaging 1998; 16(10): 1201-1210.
    • (1998) Magn. Reson. Imaging , vol.16 , Issue.10 , pp. 1201-1210
    • Beaulieu, C.1    Fenrich, F.R.2    Allen, P.S.3
  • 58
    • 0033661581 scopus 로고    scopus 로고
    • Water diffusion compartmentation and anisotropy at high b values in the human brain
    • Clark CA, Le Bihan D. Water diffusion compartmentation and anisotropy at high b values in the human brain. Magn. Reson. Med. 2000; 44(6): 852-859.
    • (2000) Magn. Reson. Med. , vol.44 , Issue.6 , pp. 852-859
    • Clark, C.A.1    Le Bihan, D.2
  • 60
    • 0034119890 scopus 로고    scopus 로고
    • Compartmental study of diffusion and relaxation measured in vivo in normal and ischemic rat brain and trigeminal nerve
    • Does MD, Gore JC. Compartmental study of diffusion and relaxation measured in vivo in normal and ischemic rat brain and trigeminal nerve. Magn. Reson. Med. 2000; 43(6): 837-844.
    • (2000) Magn. Reson. Med. , vol.43 , Issue.6 , pp. 837-844
    • Does, M.D.1    Gore, J.C.2
  • 62
    • 0036845546 scopus 로고    scopus 로고
    • Separating changes in the intra- and extracellular water apparent diffusion coefficient following focal cerebral ischemia in the rat brain
    • Silva MD, Omae T, Helmer KG, Li F, Fisher M, Sotak CH. Separating changes in the intra- and extracellular water apparent diffusion coefficient following focal cerebral ischemia in the rat brain. Magn. Reson. Med. 2002; 48(5): 826-837.
    • (2002) Magn. Reson. Med. , vol.48 , Issue.5 , pp. 826-837
    • Silva, M.D.1    Omae, T.2    Helmer, K.G.3    Li, F.4    Fisher, M.5    Sotak, C.H.6
  • 65
    • 84872864782 scopus 로고    scopus 로고
    • Quantification of anisotropy and fiber orientation in human brain histological sections
    • Budde MD, Annese J. Quantification of anisotropy and fiber orientation in human brain histological sections. Front. Integr. Neurosci. 2013; 7: 3.
    • (2013) Front. Integr. Neurosci. , vol.7 , pp. 3
    • Budde, M.D.1    Annese, J.2
  • 67
    • 84908602736 scopus 로고    scopus 로고
    • Optimization of a free water elimination two-compartment model for diffusion tensor imaging
    • Hoy AR, Koay CG, Kecskemeti SR, Alexander AL. Optimization of a free water elimination two-compartment model for diffusion tensor imaging. Neuroimage 2014; 103: 323-333.
    • (2014) Neuroimage , vol.103 , pp. 323-333
    • Hoy, A.R.1    Koay, C.G.2    Kecskemeti, S.R.3    Alexander, A.L.4
  • 68
    • 33847736701 scopus 로고    scopus 로고
    • Is the "biexponential diffusion" biexponential?
    • Kiselev VG, Il'yasov KA. Is the "biexponential diffusion" biexponential? Magn. Reson. Med. 2007; 57(3): 464-469.
    • (2007) Magn. Reson. Med. , vol.57 , Issue.3 , pp. 464-469
    • Kiselev, V.G.1    Il'yasov, K.A.2


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