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Volumn 3, Issue , 2013, Pages 171-179

Quantification of multiple-sclerosis-related brain atrophy in two heterogeneous MRI datasets using mixed-effects modeling

Author keywords

Brain atrophy; Heterogeneous data; Mixed effects model; MRI; Multiple sclerosis

Indexed keywords

ADOLESCENT; ADULT; AGED; ARTICLE; BRAIN ATROPHY; BRAIN SIZE; CALCULATION; CEREBROSPINAL FLUID; CLINICAL PROTOCOL; COHORT ANALYSIS; CONTROLLED STUDY; EXPERIMENTAL MODEL; FEMALE; GRAY MATTER; HUMAN; MAJOR CLINICAL STUDY; MALE; MEDICAL HISTORY; MULTIPLE SCLEROSIS; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; THERAPY EFFECT; WHITE MATTER;

EID: 84883353846     PISSN: None     EISSN: 22131582     Source Type: Journal    
DOI: 10.1016/j.nicl.2013.08.001     Document Type: Article
Times cited : (31)

References (42)
  • 1
    • 61849095259 scopus 로고    scopus 로고
    • Sample sizes for brain atrophy outcomes in trials for secondary progressive multiple sclerosis
    • D.R. Altmann, B. Jasperse, F. Barkhof, K. Beckmann, M. Filippi, and L.D. Kappos Sample sizes for brain atrophy outcomes in trials for secondary progressive multiple sclerosis Neurology 72 2009 595 601
    • (2009) Neurology , vol.72 , pp. 595-601
    • Altmann, D.R.1    Jasperse, B.2    Barkhof, F.3    Beckmann, K.4    Filippi, M.5    Kappos, L.D.6
  • 2
    • 34548644548 scopus 로고    scopus 로고
    • Detecting treatment effects on brain atrophy in relapsing remitting multiple sclerosis: Sample size estimates
    • V.M. Anderson, J.W. Bartlett, N.C. Fox, L. Fisniku, and D.H. Miller Detecting treatment effects on brain atrophy in relapsing remitting multiple sclerosis: sample size estimates Journal of Neurology 254 2007 1588 1594
    • (2007) Journal of Neurology , vol.254 , pp. 1588-1594
    • Anderson, V.M.1    Bartlett, J.W.2    Fox, N.C.3    Fisniku, L.4    Miller, D.H.5
  • 3
    • 79959696274 scopus 로고    scopus 로고
    • Regionally distinct white matter lesions do not contribute to regional gray matter atrophy in patients with multiple sclerosis
    • R. Antulov, D.A. Carone, J. Bruce, V. Yella, M.G. Dwyer, and C.W. Tjoa Regionally distinct white matter lesions do not contribute to regional gray matter atrophy in patients with multiple sclerosis Journal of Neuroimaging 21 2011 210 218
    • (2011) Journal of Neuroimaging , vol.21 , pp. 210-218
    • Antulov, R.1    Carone, D.A.2    Bruce, J.3    Yella, V.4    Dwyer, M.G.5    Tjoa, C.W.6
  • 7
    • 0036189546 scopus 로고    scopus 로고
    • The reproducibility and sensitivity of brain tissue volume measurements derived from an SPM-based segmentation methodology
    • D. Chard, G. Parker, C. Griffin, A. Thompson, and D. Miller The reproducibility and sensitivity of brain tissue volume measurements derived from an SPM-based segmentation methodology Journal of Magnetic Resonance Imaging 15 2002 259 267
    • (2002) Journal of Magnetic Resonance Imaging , vol.15 , pp. 259-267
    • Chard, D.1    Parker, G.2    Griffin, C.3    Thompson, A.4    Miller, D.5
  • 8
    • 0030670430 scopus 로고    scopus 로고
    • Tutorial in biostatistics: Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data
    • A. Cnaan, N.M. Laird, and P. Slasor Tutorial in biostatistics: using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data Statistics in Medicine 16 1997 2349 2380
    • (1997) Statistics in Medicine , vol.16 , pp. 2349-2380
    • Cnaan, A.1    Laird, N.M.2    Slasor, P.3
  • 9
    • 77953335345 scopus 로고    scopus 로고
    • Assessing brain atrophy rates in a large population of untreated multiple sclerosis subtypes
    • N. De Stefano, A. Giorgio, M. Battaglini, M. Rovaris, M.P. Sormani, and F. Barkhof Assessing brain atrophy rates in a large population of untreated multiple sclerosis subtypes Neurology 74 2010 1868 1876
    • (2010) Neurology , vol.74 , pp. 1868-1876
    • De Stefano, N.1    Giorgio, A.2    Battaglini, M.3    Rovaris, M.4    Sormani, M.P.5    Barkhof, F.6
  • 10
    • 0242398681 scopus 로고    scopus 로고
    • Analysis of longitudinal data
    • A.C. Atkinson, J.B. Copas, D.A. Pierce, M.J. Schervish, R.J. Carroll, D.J. Hand, Oxford University Press
    • P. Diggle, S.L. Zeger, K.-Y. Liang, and P. Heagerty Analysis of longitudinal data A.C. Atkinson, J.B. Copas, D.A. Pierce, M.J. Schervish, R.J. Carroll, D.J. Hand, Oxford Statistical Science Series 2002 Oxford University Press 379
    • (2002) Oxford Statistical Science Series , pp. 379
    • Diggle, P.1    Zeger, S.L.2    Liang, K.-Y.3    Heagerty, P.4
  • 11
    • 84883387775 scopus 로고    scopus 로고
    • Improved longitudinal gray matter atrophy assessment via a combination of SIENA and a 4-dimensional hidden Markov random field model
    • (Salt Lake City, UT)
    • M. Dwyer, N. Bergsland, and R. Zivadinov Improved longitudinal gray matter atrophy assessment via a combination of SIENA and a 4-dimensional hidden Markov random field model Proc. ISMRM vol. 21 2013 3014 (Salt Lake City, UT)
    • (2013) Proc. ISMRM , vol.21 VOL. , pp. 3014
    • Dwyer, M.1    Bergsland, N.2    Zivadinov, R.3
  • 12
    • 0028815032 scopus 로고
    • Correlations between changes in disability and T2-weighted brain MRI activity in multiple sclerosis: A follow-up study
    • M. Filippi, D.W. Paty, L. Kappos, F. Barkhof, D.A. Compston, and A.J. Thompson Correlations between changes in disability and T2-weighted brain MRI activity in multiple sclerosis: a follow-up study Neurology 45 1995 255 260
    • (1995) Neurology , vol.45 , pp. 255-260
    • Filippi, M.1    Paty, D.W.2    Kappos, L.3    Barkhof, F.4    Compston, D.A.5    Thompson, A.J.6
  • 13
    • 6944246720 scopus 로고    scopus 로고
    • Interferon beta-1a for brain tissue loss in patients at presentation with syndromes suggestive of multiple sclerosis: A randomised, double-blind, placebo-controlled trial
    • M. Filippi, M. Rovaris, M. Inglese, F. Barkhof, N. De Stefano, and S. Smith Interferon beta-1a for brain tissue loss in patients at presentation with syndromes suggestive of multiple sclerosis: a randomised, double-blind, placebo-controlled trial Lancet 364 2004 1489 1496
    • (2004) Lancet , vol.364 , pp. 1489-1496
    • Filippi, M.1    Rovaris, M.2    Inglese, M.3    Barkhof, F.4    De Stefano, N.5    Smith, S.6
  • 14
    • 54849431166 scopus 로고    scopus 로고
    • Gray matter atrophy in multiple sclerosis: A longitudinal study
    • E. Fisher, J.-C. Lee, K. Nakamura, and R.A. Rudick Gray matter atrophy in multiple sclerosis: a longitudinal study Annals of Neurology 64 2008 255 265
    • (2008) Annals of Neurology , vol.64 , pp. 255-265
    • Fisher, E.1    Lee, J.-C.2    Nakamura, K.3    Rudick, R.A.4
  • 17
    • 15544387330 scopus 로고    scopus 로고
    • Brain atrophy and magnetization transfer ratio following methylprednisolone in multiple sclerosis: Short-term changes and long-term implications
    • R.J. Fox, E. Fisher, J. Tkach, J.-C. Lee, J.A. Cohen, and R.A. Rudick Brain atrophy and magnetization transfer ratio following methylprednisolone in multiple sclerosis: short-term changes and long-term implications Multiple Sclerosis 11 2005 140 145
    • (2005) Multiple Sclerosis , vol.11 , pp. 140-145
    • Fox, R.J.1    Fisher, E.2    Tkach, J.3    Lee, J.-C.4    Cohen, J.A.5    Rudick, R.A.6
  • 18
    • 77957363368 scopus 로고    scopus 로고
    • A longitudinal study of MRI-detected atrophy in secondary progressive multiple sclerosis
    • J. Furby, T. Hayton, D. Altmann, R. Brenner, J. Chataway, and K.J. Smith A longitudinal study of MRI-detected atrophy in secondary progressive multiple sclerosis Journal of Neurology 257 2010 1508 1516
    • (2010) Journal of Neurology , vol.257 , pp. 1508-1516
    • Furby, J.1    Hayton, T.2    Altmann, D.3    Brenner, R.4    Chataway, J.5    Smith, K.J.6
  • 20
    • 66149111820 scopus 로고    scopus 로고
    • Gray matter atrophy and disability progression in patients with early relapsing-remitting multiple sclerosis: A 5-year longitudinal study
    • D. Horakova, M.G. Dwyer, E. Havrdova, J.L. Cox, O. Dolezal, and N. Bergsland Gray matter atrophy and disability progression in patients with early relapsing-remitting multiple sclerosis: a 5-year longitudinal study Journal of Neurological Sciences 282 2009 112 119
    • (2009) Journal of Neurological Sciences , vol.282 , pp. 112-119
    • Horakova, D.1    Dwyer, M.G.2    Havrdova, E.3    Cox, J.L.4    Dolezal, O.5    Bergsland, N.6
  • 22
    • 0033586376 scopus 로고    scopus 로고
    • Predictive value of gadolinium-enhanced magnetic resonance imaging for relapse rate and changes in disability or impairment in multiple sclerosis: A meta-analysis
    • L. Kappos, D. Moeri, E.W. Radue, A. Schoetzau, K. Schweikert, and F. Barkhof Predictive value of gadolinium-enhanced magnetic resonance imaging for relapse rate and changes in disability or impairment in multiple sclerosis: a meta-analysis Lancet 353 1999 964 969
    • (1999) Lancet , vol.353 , pp. 964-969
    • Kappos, L.1    Moeri, D.2    Radue, E.W.3    Schoetzau, A.4    Schweikert, K.5    Barkhof, F.6
  • 23
    • 77949264232 scopus 로고    scopus 로고
    • A longitudinal observational study of brain atrophy rate reflecting four decades of multiple sclerosis: A comparison of serial 1D, 2D, and volumetric measurements from MRI images
    • J. Martola, J. Bergström, S. Fredrikson, L. Stawiarz, J. Hillert, and Y. Zhang A longitudinal observational study of brain atrophy rate reflecting four decades of multiple sclerosis: a comparison of serial 1D, 2D, and volumetric measurements from MRI images Neuroradiology 52 2010 109 117
    • (2010) Neuroradiology , vol.52 , pp. 109-117
    • Martola, J.1    Bergström, J.2    Fredrikson, S.3    Stawiarz, L.4    Hillert, J.5    Zhang, Y.6
  • 24
    • 0020485403 scopus 로고
    • Effects of acute dehydration on computerised tomographic assessment of cerebral density and ventricular volume
    • A. Mellanby, and M. Reveley Effects of acute dehydration on computerised tomographic assessment of cerebral density and ventricular volume Lancet 2 1982 874
    • (1982) Lancet , vol.2 , pp. 874
    • Mellanby, A.1    Reveley, M.2
  • 26
    • 0033759398 scopus 로고    scopus 로고
    • The effect of interferon beta-1b treatment on MRI measures of cerebral atrophy in secondary progressive multiple sclerosis
    • P. Molyneux, L. Kappos, C. Polman, C. Pozzilli, F. Barkhof, and M. Filippi The effect of interferon beta-1b treatment on MRI measures of cerebral atrophy in secondary progressive multiple sclerosis Brain 123 2000 2256 2263
    • (2000) Brain , vol.123 , pp. 2256-2263
    • Molyneux, P.1    Kappos, L.2    Polman, C.3    Pozzilli, C.4    Barkhof, F.5    Filippi, M.6
  • 27
    • 33947519177 scopus 로고    scopus 로고
    • Gray matter involvement in multiple sclerosis
    • I. Pirko, C. Lucchinetti, S. Sriram, and R. Bakshi Gray matter involvement in multiple sclerosis Neurology 68 2007 634 642
    • (2007) Neurology , vol.68 , pp. 634-642
    • Pirko, I.1    Lucchinetti, C.2    Sriram, S.3    Bakshi, R.4
  • 28
  • 31
    • 0037056309 scopus 로고    scopus 로고
    • Methylprednisolone effect on brain volume and enhancing lesions in MS before and during IFNβ-1b
    • A. Rao, N. Richert, T. Howard, B. Lewis, C. Bash, and H. McFarland Methylprednisolone effect on brain volume and enhancing lesions in MS before and during IFNβ-1b Neurology 59 2002 688 694
    • (2002) Neurology , vol.59 , pp. 688-694
    • Rao, A.1    Richert, N.2    Howard, T.3    Lewis, B.4    Bash, C.5    McFarland, H.6
  • 33
    • 0034853968 scopus 로고    scopus 로고
    • Short-term brain volume change in relapsing-remitting multiple sclerosis: Effect of glatiramer acetate and implications
    • M. Rovaris, G. Comi, M.A. Rocca, J.S. Wolinsky, and M. Filippi Short-term brain volume change in relapsing-remitting multiple sclerosis: effect of glatiramer acetate and implications Brain 124 2001 1803 1812
    • (2001) Brain , vol.124 , pp. 1803-1812
    • Rovaris, M.1    Comi, G.2    Rocca, M.A.3    Wolinsky, J.S.4    Filippi, M.5
  • 34
    • 77954960063 scopus 로고    scopus 로고
    • Disease modeling in multiple sclerosis: Assessment and quantification of sources of variability in brain parenchymal fraction measurements
    • M.P. Sampat, B.C. Healy, D.S. Meier, E. Dell'Oglio, M. Liguori, and C.R.G. Guttmann Disease modeling in multiple sclerosis: assessment and quantification of sources of variability in brain parenchymal fraction measurements NeuroImage 52 2010 1367 1373
    • (2010) NeuroImage , vol.52 , pp. 1367-1373
    • Sampat, M.P.1    Healy, B.C.2    Meier, D.S.3    Dell'Oglio, E.4    Liguori, M.5    Guttmann, C.R.G.6
  • 35
    • 70749157039 scopus 로고    scopus 로고
    • A topology-preserving approach to the segmentation of brain images with multiple sclerosis lesions
    • N. Shiee, P.-L. Bazin, A. Ozturk, D.S. Reich, P.A. Calabresi, and D.L. Pham A topology-preserving approach to the segmentation of brain images with multiple sclerosis lesions NeuroImage 49 2010 1524 1535
    • (2010) NeuroImage , vol.49 , pp. 1524-1535
    • Shiee, N.1    Bazin, P.-L.2    Ozturk, A.3    Reich, D.S.4    Calabresi, P.A.5    Pham, D.L.6
  • 37
    • 79960253679 scopus 로고    scopus 로고
    • Population-wide principal component-based quantification of blood-brain-barrier dynamics in multiple sclerosis
    • R.T. Shinohara, C.M. Crainiceanu, B.S. Caffo, M.I. Gaitán, and D.S. Reich Population-wide principal component-based quantification of blood-brain-barrier dynamics in multiple sclerosis NeuroImage 57 2011 1430 1446
    • (2011) NeuroImage , vol.57 , pp. 1430-1446
    • Shinohara, R.T.1    Crainiceanu, C.M.2    Caffo, B.S.3    Gaitán, M.I.4    Reich, D.S.5
  • 38
    • 84859406917 scopus 로고    scopus 로고
    • Temporal trends of disability progression in multiple sclerosis: Findings from British Columbia, Canada (1975-2009)
    • A. Shirani, Y. Zhao, E. Kingwell, P. Rieckmann, and H. Tremlett Temporal trends of disability progression in multiple sclerosis: findings from British Columbia, Canada (1975-2009) Multiple Sclerosis 18 2012 442 450
    • (2012) Multiple Sclerosis , vol.18 , pp. 442-450
    • Shirani, A.1    Zhao, Y.2    Kingwell, E.3    Rieckmann, P.4    Tremlett, H.5
  • 39
    • 0031987382 scopus 로고    scopus 로고
    • A nonparametric method for automatic correction of intensity nonuniformity in MRI data
    • J.G. Sled, A.P. Zijdenbos, and A.C. Evans A nonparametric method for automatic correction of intensity nonuniformity in MRI data IEEE Transactions on Medical Imaging 17 1998 87 97
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , pp. 87-97
    • Sled, J.G.1    Zijdenbos, A.P.2    Evans, A.C.3
  • 40
    • 0036742197 scopus 로고    scopus 로고
    • Accurate, robust, and automated longitudinal and cross-sectional brain change analysis
    • S.M. Smith, Y. Zhang, M. Jenkinson, J. Chen, P.M. Matthews, and A. Federico Accurate, robust, and automated longitudinal and cross-sectional brain change analysis NeuroImage 17 2002 479 489
    • (2002) NeuroImage , vol.17 , pp. 479-489
    • Smith, S.M.1    Zhang, Y.2    Jenkinson, M.3    Chen, J.4    Matthews, P.M.5    Federico, A.6
  • 42
    • 47549113346 scopus 로고    scopus 로고
    • Mechanisms of action of disease-modifying agents and brain volume changes in multiple sclerosis
    • R. Zivadinov, A.T. Reder, M. Filippi, A. Minagar, O. Stüve, and H. Lassmann Mechanisms of action of disease-modifying agents and brain volume changes in multiple sclerosis Neurology 71 2008 136 144
    • (2008) Neurology , vol.71 , pp. 136-144
    • Zivadinov, R.1    Reder, A.T.2    Filippi, M.3    Minagar, A.4    Stüve, O.5    Lassmann, H.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.