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Volumn 66, Issue 3, 2011, Pages 678-686

Constrained maximum likelihood estimation of the diffusion kurtosis tensor using a Rician noise model

Author keywords

constraint; DKI; maximum likelihood; parameter estimation; Rician noise

Indexed keywords

BRAIN; DIFFUSION; HIGHER ORDER STATISTICS; MAXIMUM LIKELIHOOD; MAXIMUM LIKELIHOOD ESTIMATION; MOLECULES; PARAMETER ESTIMATION; TENSORS;

EID: 80051677180     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.22835     Document Type: Article
Times cited : (77)

References (35)
  • 1
    • 0028154030 scopus 로고
    • MR diffusion tensor spectroscopy and imaging
    • Basser PJ, Mattiello J, Le Bihan D,. MR diffusion tensor spectroscopy and imaging. Biophys J 1994; 66: 259-267. (Pubitemid 24016507)
    • (1994) Biophysical Journal , vol.66 , Issue.1 , pp. 259-267
    • Basser, P.J.1    Mattiello, J.2    LeBihan, D.3
  • 3
    • 0033730130 scopus 로고    scopus 로고
    • Diffusion tensor MR imaging of the brain: Effect of diffusion weighting on trace and anisotropy measurement
    • Melhem ER, Itho R, Jones L, Barker PB,. Diffusion tensor MR imaging of the brain: effect of diffusion weighting on trace and anisotropy measurement. AJNR Am J Neuroradiol 2000; 21: 1813-1820.
    • (2000) AJNR Am J Neuroradiol , vol.21 , pp. 1813-1820
    • Melhem, E.R.1    Itho, R.2    Jones, L.3    Barker, P.B.4
  • 4
    • 71849091132 scopus 로고    scopus 로고
    • B-value dependence of DTI quantitation and sensitivity in detecting neural tissue changes
    • Hui ES, Cheung MM, Chan KC, Wu EX,. B-value dependence of DTI quantitation and sensitivity in detecting neural tissue changes. Neuroimage 2010; 49: 2366-2374.
    • (2010) Neuroimage , vol.49 , pp. 2366-2374
    • Hui, E.S.1    Cheung, M.M.2    Chan, K.C.3    Wu, E.X.4
  • 5
    • 0347627835 scopus 로고    scopus 로고
    • Diffusion MRI of Complex Neural Architecture
    • DOI 10.1016/S0896-6273(03)00758-X
    • Tuch D, Reese T, Wiegell M, Wedeen VJ,. Diffusion MRI of complex neural architecture. Neuron 2003; 40: 885-895. (Pubitemid 37522047)
    • (2003) Neuron , vol.40 , Issue.5 , pp. 885-895
    • Tuch, D.S.1    Reese, T.G.2    Wiegell, M.R.3    Wedeen, V.J.4
  • 7
    • 19544371362 scopus 로고    scopus 로고
    • Diffusional kurtosis imaging: The quantification of non-Gaussian water diffusion by means of magnetic resonance imaging
    • DOI 10.1002/mrm.20508
    • 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: 1432-1440. (Pubitemid 40734665)
    • (2005) Magnetic Resonance in Medicine , vol.53 , Issue.6 , pp. 1432-1440
    • Jensen, J.H.1    Helpern, J.A.2    Ramani, A.3    Lu, H.4    Kaczynski, K.5
  • 8
    • 33645528768 scopus 로고    scopus 로고
    • Three dimensional characterization of non-gaussian water diffusion in humans using diffusion kurtosis imaging
    • Lu H, Jensen JH, Ramani A, Helpern JA,. Three dimensional characterization of non-gaussian water diffusion in humans using diffusion kurtosis imaging. NMR Biomed 2006; 19: 236-247.
    • (2006) NMR Biomed , vol.19 , pp. 236-247
    • Lu, H.1    Jensen, J.H.2    Ramani, A.3    Helpern, J.A.4
  • 9
    • 77955660153 scopus 로고    scopus 로고
    • MRI quantification of non-Gaussian water diffusion by kurtosis analysis
    • In press
    • Jensen JH, Helpern JA,. MRI quantification of non-Gaussian water diffusion by kurtosis analysis. NMR biomed. In press.
    • NMR Biomed
    • Jensen, J.H.1    Helpern, J.A.2
  • 10
    • 85069301247 scopus 로고    scopus 로고
    • MR diffusion kurtosis imaging for neural tissue characterization
    • In press
    • Wu E, Cheung M,. MR diffusion kurtosis imaging for neural tissue characterization. NMR Biomed. In press.
    • NMR Biomed.
    • Wu, E.1    Cheung, M.2
  • 12
    • 60149098320 scopus 로고    scopus 로고
    • Does diffusion kurtosis imaging lead to better neural tissue characterization? A rodent brain maturation study
    • Cheung MM, Hui ES, Chan KC, Helpern JA, Qi L, Wu EX,. Does diffusion kurtosis imaging lead to better neural tissue characterization? A rodent brain maturation study. Neuroimage 2009; 45: 386-392.
    • (2009) Neuroimage , vol.45 , pp. 386-392
    • Cheung, M.M.1    Hui, E.S.2    Chan, K.C.3    Helpern, J.A.4    Qi, L.5    Wu, E.X.6
  • 13
    • 77950122189 scopus 로고    scopus 로고
    • Cerebral Gliomas: Diffusional kurtosis imaging analysis of microstructural differences
    • Raab P, Hattingen E, Franz K, Zanella F, Lanfermann H,. Cerebral Gliomas: diffusional kurtosis imaging analysis of microstructural differences. Radiology 2010; 254: 876.
    • (2010) Radiology , vol.254 , pp. 876
    • Raab, P.1    Hattingen, E.2    Franz, K.3    Zanella, F.4    Lanfermann, H.5
  • 14
    • 77950816817 scopus 로고    scopus 로고
    • Non-Gaussian analysis of diffusion-weighted MR imaging in head and neck squamous cell carcinoma: A feasibility study
    • Jansen J, Stambuk H, Koutcher J, Shukla-Dave A,. Non-Gaussian analysis of diffusion-weighted MR imaging in head and neck squamous cell carcinoma: a feasibility study. AJNR Am J Neuroradiol 2010; 31: 741.
    • (2010) AJNR Am J Neuroradiol , vol.31 , pp. 741
    • Jansen, J.1    Stambuk, H.2    Koutcher, J.3    Shukla-Dave, A.4
  • 17
    • 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
  • 18
    • 38149036320 scopus 로고    scopus 로고
    • Bernoulli distribution
    • Evans M. Hastings N. Peacock B. Eds. 3rd ed. New York: Wiley;
    • Evans M, Hastings N, Peacock B,. Bernoulli distribution. In:, Evans M, Hastings N, Peacock B,. Eds. Statistical distributions, 3rd ed. New York: Wiley; 2000. pp 31-33.
    • (2000) Statistical Distributions , pp. 31-33
    • Evans, M.1    Hastings, N.2    Peacock, B.3
  • 19
    • 85085985114 scopus 로고    scopus 로고
    • Estimation of tensors and tensor-derived measures in diffusional kurtosis imaging
    • In press
    • Tabesh A, Jensen J, Ardekani B, Helpern J,. Estimation of tensors and tensor-derived measures in diffusional kurtosis imaging. Magn Res Med. In press.
    • Magn Res Med.
    • Tabesh, A.1    Jensen, J.2    Ardekani, B.3    Helpern, J.4
  • 22
    • 67049116294 scopus 로고    scopus 로고
    • The B-matrix must be rotated when correcting for subject motion in DTI data
    • Leemans A, Jones D,. The B-matrix must be rotated when correcting for subject motion in DTI data. Magn Reson Med 2009; 61: 1336-1349.
    • (2009) Magn Reson Med , vol.61 , pp. 1336-1349
    • Leemans, A.1    Jones, D.2
  • 23
    • 33847736701 scopus 로고    scopus 로고
    • Il'yasov KA. Is the biexponential diffusion biexponential?
    • Kiselev VG, Il'yasov KA. Is the biexponential diffusion biexponential? Magn Reson Med 2007; 57: 464-469.
    • (2007) Magn Reson Med , vol.57 , pp. 464-469
    • Kiselev, V.G.1
  • 24
    • 33747872177 scopus 로고    scopus 로고
    • A unifying theoretical and algorithmic framework for least squares methods of estimation in diffusion tensor imaging
    • DOI 10.1016/j.jmr.2006.06.020, PII S1090780706001790, Thrid Annual Focus on Safety
    • Koay C, Chang L, Carew J, Pierpaoli C, Basser P,. A unifying theoretical and algorithmic framework for least squares methods of estimation in diffusion tensor imaging. J Magn Reson 2006; 182: 115-125. (Pubitemid 44293446)
    • (2006) Journal of Magnetic Resonance , vol.182 , Issue.1 , pp. 115-125
    • Koay, C.G.1    Chang, L.-C.2    Carew, J.D.3    Pierpaoli, C.4    Basser, P.J.5
  • 25
    • 55549130452 scopus 로고    scopus 로고
    • Maximum a posteriori estimation of diffusion tensor parameters using a Rician noise model: Why, how and but?
    • Andersson J,. Maximum a posteriori estimation of diffusion tensor parameters using a Rician noise model: why, how and but? Neuroimage 2008; 42: 1340-1356.
    • (2008) Neuroimage , vol.42 , pp. 1340-1356
    • Andersson, J.1
  • 26
    • 0000238336 scopus 로고
    • A simplex method for function minimization
    • Nelder JA, Mead R,. A simplex method for function minimization. Comput J 1965; 7: 308-313.
    • (1965) Comput J , vol.7 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 27
    • 34247196111 scopus 로고    scopus 로고
    • Automatic estimation of the noise variance from the histogram of a magnetic resonance image
    • DOI 10.1088/0031-9155/52/5/009, PII S0031915507347350, 009
    • Sijbers J, Poot DHJ, den Dekker AJ, Pintjens W,. Automatic estimation of the noise variance from the histogram of a magnetic resonance image. Phys Med Biol 2007; 52: 1335-1348. (Pubitemid 46646391)
    • (2007) Physics in Medicine and Biology , vol.52 , Issue.5 , pp. 1335-1348
    • Sijbers, J.1    Poot, D.2    Den Dekker, A.J.3    Pintjens, W.4
  • 28
    • 78149354869 scopus 로고    scopus 로고
    • Noise measurement from magnitude MRI using local estimates of variance and skewness
    • Rajan J, Poot D, Juntu J, Sijbers J,. Noise measurement from magnitude MRI using local estimates of variance and skewness. Phys Med Biol 2010; 55: 441-449.
    • (2010) Phys Med Biol , vol.55 , pp. 441-449
    • Rajan, J.1    Poot, D.2    Juntu, J.3    Sijbers, J.4
  • 30
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • DOI 10.1109/42.906424, PII S027800620100800X
    • Zhang Y, Brady M, Smith S,. Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm. IEEE Trans Med Imaging 2001; 20: 45-57. (Pubitemid 32293419)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 32
    • 0035384136 scopus 로고    scopus 로고
    • A global optimisation method for robust affine registration of brain images
    • DOI 10.1016/S1361-8415(01)00036-6, PII S1361841501000366
    • Jenkinson M, Smith S,. A global optimisation method for robust affine registration of brain images. Med Image Anal 2001; 5: 143-156. (Pubitemid 35282800)
    • (2001) Medical Image Analysis , vol.5 , Issue.2 , pp. 143-156
    • Jenkinson, M.1    Smith, S.2
  • 33
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • DOI 10.1016/S1053-8119(02)91132-8
    • Jenkinson M, Bannister P, Brady M, Smith S,. Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage 2002; 17: 825-841. (Pubitemid 35317016)
    • (2002) NeuroImage , vol.17 , Issue.2 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 34
    • 45849103511 scopus 로고    scopus 로고
    • Influence of multichannel combination, parallel imaging and other reconstruction techniques on MRI noise characteristics
    • Dietrich O, Raya JG, Reeder SB, Ingrisch M, Reiser MF, Schoenberg SO,. Influence of multichannel combination, parallel imaging and other reconstruction techniques on MRI noise characteristics. Magn Reson Imaging 2008; 26: 754-762.
    • (2008) Magn Reson Imaging , vol.26 , pp. 754-762
    • Dietrich, O.1    Raya, J.G.2    Reeder, S.B.3    Ingrisch, M.4    Reiser, M.F.5    Schoenberg, S.O.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.