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Volumn 21, Issue 10, 2002, Pages 1280-1291

Automatic "pipeline" analysis of 3-D MRI data for clinical trials: Application to multiple sclerosis

Author keywords

Clinical trials; Image segmentation; Magnetic resonance imaging (MRI); Multiple sclerosis (MS); Tissue quantification

Indexed keywords

ALGORITHMS; AUTOMATIC TARGET RECOGNITION; BRAIN; IMAGE ANALYSIS; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; MEDICAL COMPUTING; NEUROLOGY; PATHOLOGY; THREE DIMENSIONAL COMPUTER GRAPHICS;

EID: 0036826508     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2002.806283     Document Type: Article
Times cited : (662)

References (58)
  • 3
    • 0035144699 scopus 로고    scopus 로고
    • Age and gender predict volume decline in the anterior and posterior hippocampus in early adulthood
    • Jan.
    • J. C. Pruessner, D. L. Collins, M. Pruessner, and A. C. Evans, "Age and gender predict volume decline in the anterior and posterior hippocampus in early adulthood," J. Neurosci., vol. 21, pp. 194-200, Jan. 2001.
    • (2001) J. Neurosci. , vol.21 , pp. 194-200
    • Pruessner, J.C.1    Collins, D.L.2    Pruessner, M.3    Evans, A.C.4
  • 4
    • 0003032958 scopus 로고    scopus 로고
    • Computational approaches to quantifying human neuroanatomical variability
    • A. W. Toga and J. C. Mazziotta, Eds. New York: Academic
    • A. Evans, D. Collins, and C. Holmes, "Computational approaches to quantifying human neuroanatomical variability," in Brain Mapping: The Methods, A. W. Toga and J. C. Mazziotta, Eds. New York: Academic, 1996, pp. 343-361.
    • (1996) Brain Mapping: The Methods , pp. 343-361
    • Evans, A.1    Collins, D.2    Holmes, C.3
  • 6
    • 0026911093 scopus 로고
    • Anatomical mapping of functional activation in stereotactic coordinate space
    • A. C. Evans et al., "Anatomical mapping of functional activation in stereotactic coordinate space," NeuroImage, vol. 1, pp. 43-53, 1992.
    • (1992) NeuroImage , vol.1 , pp. 43-53
    • Evans, A.C.1
  • 7
    • 0004172276 scopus 로고    scopus 로고
    • R. S. J. Frackowiak, K. J. Friston, C. D. Frith, R. Dolan, and J. C. Mazziotta, Eds.; New York: Academic
    • R. S. J. Frackowiak, K. J. Friston, C. D. Frith, R. Dolan, and J. C. Mazziotta, Eds., Human Brain Function. New York: Academic, 1997.
    • (1997) Human Brain Function
  • 8
    • 0029043654 scopus 로고
    • A probabilistic atlas of the human brain: Theory and rationale for its development, the international consortium for brain mapping
    • J. Mazziotta, A. Toga, A. Evans, P. Fox, and J. Lancaster, "A probabilistic atlas of the human brain: Theory and rationale for its development, the international consortium for brain mapping," NeuroImage, vol. 2, no. 2, pp. 89-101, 1995.
    • (1995) NeuroImage , vol.2 , Issue.2 , pp. 89-101
    • Mazziotta, J.1    Toga, A.2    Evans, A.3    Fox, P.4    Lancaster, J.5
  • 9
    • 0003481682 scopus 로고    scopus 로고
    • A. W. Toga and J. C. Mazziotta, Eds.; New York: Academic
    • A. W. Toga and J. C. Mazziotta, Eds., Brain Mapping: The Methods. New York: Academic, 1996.
    • (1996) Brain Mapping: The Methods
  • 10
    • 0031033842 scopus 로고    scopus 로고
    • The role of MRI in clinical trials of multiple sclerosis: Comparison of image processing techniques
    • Jan.
    • A. C. Evans, J. A. Frank, J. Antel, and D. H. Miller, "The role of MRI in clinical trials of multiple sclerosis: Comparison of image processing techniques," Ann. Neurology, vol. 41, pp. 125-132, Jan. 1997.
    • (1997) Ann. Neurology , vol.41 , pp. 125-132
    • Evans, A.C.1    Frank, J.A.2    Antel, J.3    Miller, D.H.4
  • 12
    • 0027521002 scopus 로고
    • Interferon beta-1b is effective in relapsing-remitting multiple sclerosis
    • D. W. Paty and D. K. B. Li, "Interferon beta-1b is effective in relapsing-remitting multiple sclerosis," Neurology, vol. 43, pp. 662-667, 1993.
    • (1993) Neurology , vol.43 , pp. 662-667
    • Paty, D.W.1    Li, D.K.B.2
  • 14
    • 0021930013 scopus 로고
    • A stereotactic method of anatomical localization for positron emission tomography
    • P. T. Fox, J. S. Perlmutter, and M. E. Raichle, "A stereotactic method of anatomical localization for positron emission tomography," J. Comput. Assist. Tomogr., vol. 9, no. 1, pp. 141-153, 1985.
    • (1985) J. Comput. Assist. Tomogr. , vol.9 , Issue.1 , pp. 141-153
    • Fox, P.T.1    Perlmutter, J.S.2    Raichle, M.E.3
  • 17
    • 0028287162 scopus 로고
    • Automatic 3D intersubject registration of MR volumetric data in standardized talairach space
    • Mar./Apr.
    • D. L. Collins, P. Neelin, T. M. Peters, and A. C. Evans, "Automatic 3D intersubject registration of MR volumetric data in standardized talairach space," J. Comput. Assist. Tomogr., vol. 18, pp. 192-205 Mar./Apr. 1994.
    • (1994) J. Comput. Assist. Tomogr. , vol.18 , pp. 192-205
    • Collins, D.L.1    Neelin, P.2    Peters, T.M.3    Evans, A.C.4
  • 18
    • 0029377853 scopus 로고
    • Model-based 3-D segmentation of multiple sclerosis lesions in magnetic resonance brain images
    • Sept.
    • M. Kamber, R. Shinghal, D. L. Collins, G. S. Francis, and A. C. Evans, "Model-based 3-D segmentation of multiple sclerosis lesions in magnetic resonance brain images," IEEE Trans. Med. Imag., vol. 14, pp. 442-453, Sept. 1995.
    • (1995) IEEE Trans. Med. Imag. , vol.14 , pp. 442-453
    • Kamber, M.1    Shinghal, R.2    Collins, D.L.3    Francis, G.S.4    Evans, A.C.5
  • 19
    • 0026781154 scopus 로고
    • A three-dimensional statistical analysis for CBF activation studies in human brain
    • K. J. Worsley, A. C. Evans, S. Marrett, and P. Neelin, "A three-dimensional statistical analysis for CBF activation studies in human brain," J. Cereb. Blood Flow Metab., vol. 12, no. 6, pp. 900-918, 1992.
    • (1992) J. Cereb. Blood Flow Metab. , vol.12 , Issue.6 , pp. 900-918
    • Worsley, K.J.1    Evans, A.C.2    Marrett, S.3    Neelin, P.4
  • 20
    • 0029931242 scopus 로고    scopus 로고
    • A unified statistical approach for determining significant signals in images of cerebral activation
    • K. J. Worsley, S. Marrett, P. Neelin, A. C. Vandal, K. J. Friston, and A. C. Evans, "A unified statistical approach for determining significant signals in images of cerebral activation," Human Brain Mapping, vol. 4, no. 1, pp. 58-73, 1996.
    • (1996) Human Brain Mapping , vol.4 , Issue.1 , pp. 58-73
    • Worsley, K.J.1    Marrett, S.2    Neelin, P.3    Vandal, A.C.4    Friston, K.J.5    Evans, A.C.6
  • 21
    • 0031055406 scopus 로고    scopus 로고
    • Oral tolerance for the treatment of autoimmune diseases
    • H. L. Weiner, "Oral tolerance for the treatment of autoimmune diseases," Ann. Rev. Med., vol. 48, no. 48, pp. 341-51, 1997.
    • (1997) Ann. Rev. Med. , vol.48 , Issue.48 , pp. 341-351
    • Weiner, H.L.1
  • 23
    • 0026220222 scopus 로고
    • Partial volume tissue classification of multichannel magnetic resonance images - A mixel model
    • Sept.
    • H. S. Choi, D. R. Haynor, and Y. Kim, "Partial volume tissue classification of multichannel magnetic resonance images - A mixel model," IEEE Trans. Med. Imag., vol. 10, pp. 395-407, Sept. 1991.
    • (1991) IEEE Trans. Med. Imag. , vol.10 , pp. 395-407
    • Choi, H.S.1    Haynor, D.R.2    Kim, Y.3
  • 24
    • 0027662763 scopus 로고
    • Neural-network-based segmentation of multi-modal medical images: A comparative and prospective study
    • Sept.
    • M. Özkan, B. M. Dawant, and R. J. Maciunas, "Neural-network-based segmentation of multi-modal medical images: A comparative and prospective study," IEEE Trans. Med. Imag., vol. 12, pp 534-544, Sept. 1993.
    • (1993) IEEE Trans. Med. Imag. , vol.12 , pp. 534-544
    • Özkan, M.1    Dawant, B.M.2    Maciunas, R.J.3
  • 25
  • 26
    • 0027193859 scopus 로고
    • Correction of intensity nonuniformity in MR images of any orientation
    • D. A. G. Wicks, G. J. Barker, and P. S. Tofts, "Correction of intensity nonuniformity in MR images of any orientation," Magnet. Reson. Med., vol. 11, no. 2, pp. 183-196, 1993.
    • (1993) Magnet. Reson. Med. , vol.11 , Issue.2 , pp. 183-196
    • Wicks, D.A.G.1    Barker, G.J.2    Tofts, P.S.3
  • 28
    • 0030063634 scopus 로고    scopus 로고
    • Quantification of multiple sclerosis lesion volumes in 1.5 and 0.5 T anisotropically filtered and unfiltered MR exams
    • Jan.
    • J. R. Mitchell, S. J. Karlik, D. H. Lee, M. Eliasziw, G. P. Rice, and A. Fenster, "Quantification of multiple sclerosis lesion volumes in 1.5 and 0.5 T anisotropically filtered and unfiltered MR exams," Med. Phys., vol. 23, pp. 115-126, Jan. 1996.
    • (1996) Med. Phys. , vol.23 , pp. 115-126
    • Mitchell, J.R.1    Karlik, S.J.2    Lee, D.H.3    Eliasziw, M.4    Rice, G.P.5    Fenster, A.6
  • 29
    • 0028724624 scopus 로고
    • Morphometric analysis of white matter lesions in MR images: Method and validation
    • Dec.
    • A. P. Zijdenbos, B. M. Dawant, R. A. Margolin, and A. C. Palmer, "Morphometric analysis of white matter lesions in MR images: Method and validation," IEEE Trans. Med. Imag., vol. 13, pp. 716-724, Dec. 1994.
    • (1994) IEEE Trans. Med. Imag. , vol.13 , pp. 716-724
    • Zijdenbos, A.P.1    Dawant, B.M.2    Margolin, R.A.3    Palmer, A.C.4
  • 30
    • 0025465145 scopus 로고
    • Scale space and edge detection using anisotropic diffusion
    • July
    • P. Perona and J. Malik, "Scale space and edge detection using anisotropic diffusion," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, pp. 629-639, July 1990.
    • (1990) IEEE Trans. Pattern Anal. Machine Intell. , vol.12 , pp. 629-639
    • Perona, P.1    Malik, J.2
  • 32
    • 0001797111 scopus 로고
    • Artifacts in magnetic resonance imaging
    • R. M. Henkelman and M. J. Bronskill, "Artifacts in magnetic resonance imaging," Rev. Magnet. Resonan. Med., vol. 2, no. 1, pp. 1-126, 1987.
    • (1987) Rev. Magnet. Resonan. Med. , vol.2 , Issue.1 , pp. 1-126
    • Henkelman, R.M.1    Bronskill, M.J.2
  • 33
    • 0032129166 scopus 로고    scopus 로고
    • Standing-wave and RF penetration artifacts caused by elliptic geometry: An electrodynamic analysis of MRI
    • Aug.
    • J. G. Sled and G. B. Pike, "Standing-wave and RF penetration artifacts caused by elliptic geometry: An electrodynamic analysis of MRI," IEEE Trans. Med. Imag., vol. 17, pp. 653-662, Aug. 1998.
    • (1998) IEEE Trans. Med. Imag. , vol.17 , pp. 653-662
    • Sled, J.G.1    Pike, G.B.2
  • 34
    • 0027850154 scopus 로고
    • Correction of intensity variations in MR images for computer-aided tissue classification
    • Dec.
    • B. M. Dawant A. P. Zijdenbos, and R. A. Matgolin, "Correction of intensity variations in MR images for computer-aided tissue classification," IEEE Trans. Med. Imag., vol. 12, pp. 770-781, Dec. 1993.
    • (1993) IEEE Trans. Med. Imag. , vol.12 , pp. 770-781
    • Dawant, B.M.1    Zijdenbos, A.P.2    Matgolin, R.A.3
  • 35
    • 0030137265 scopus 로고    scopus 로고
    • Local histogram correction of MRI spatially dependent image pixel intensity nonuniformity
    • May/June
    • C. DeCarli, D. G. M. Murphy, D. Teichberg, G. Campbell, and G. S. Sobering, "Local histogram correction of MRI spatially dependent image pixel intensity nonuniformity," J. Magn. Reson. Imag., vol. 6, pp. 519-528, May/June 1996.
    • (1996) J. Magn. Reson. Imag. , vol.6 , pp. 519-528
    • DeCarli, C.1    Murphy, D.G.M.2    Teichberg, D.3    Campbell, G.4    Sobering, G.S.5
  • 36
    • 0029263826 scopus 로고
    • Retrospective correction of intensity inhomogeneities in MRI
    • Mar.
    • C. R. Meyer, P. H. Bland, and J. Pipe, "Retrospective correction of intensity inhomogeneities in MRI," IEEE Trans. Med. Imag., vol. 14, pp. 36-41, Mar. 1995.
    • (1995) IEEE Trans. Med. Imag. , vol.14 , pp. 36-41
    • Meyer, C.R.1    Bland, P.H.2    Pipe, J.3
  • 37
    • 0028963671 scopus 로고
    • Effect of radio frequency inhomogeneity correction on the reproducibility of intra-cranial volumes using MR image data
    • Mar.
    • P. A. Narayana and A. Borthakur, "Effect of radio frequency inhomogeneity correction on the reproducibility of intra-cranial volumes using MR image data," Magn. Reson. Med., vol. 33, pp. 396-400, Mar. 1995.
    • (1995) Magn. Reson. Med. , vol.33 , pp. 396-400
    • Narayana, P.A.1    Borthakur, A.2
  • 38
    • 0031987382 scopus 로고    scopus 로고
    • A nonparametric method for automatic correction of intensity nonuniformity in MRI data
    • Feb.
    • J. G. Sled, A. P. Zijdenbos, and A. C. Evans, "A nonparametric method for automatic correction of intensity nonuniformity in MRI data," IEEE Trans. Med. Imag., vol. 17, pp. 87-97, Feb. 1998.
    • (1998) IEEE Trans. Med. Imag. , vol.17 , pp. 87-97
    • Sled, J.G.1    Zijdenbos, A.P.2    Evans, A.C.3
  • 39
    • 0033201365 scopus 로고    scopus 로고
    • Automated model-based bias field correction of MR images of the brain
    • Oct.
    • K. Van Leemput, F. Maes, D. Vandermeulen, and P. Suetens, "Automated model-based bias field correction of MR images of the brain," IEEE Trans. Med. Imag., vol. 18, pp. 885-896, Oct. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , pp. 885-896
    • Van Leemput, K.1    Maes, F.2    Vandermeulen, D.3    Suetens, P.4
  • 43
    • 0001376845 scopus 로고
    • An MRI-based probabilistic atlas of neuroanatomy
    • S. D. Shorvon et al., Eds. New York: Plenum, ch. 48
    • A. Evans et al., "An MRI-based probabilistic atlas of neuroanatomy," in Magnetic Resonance Scanning and Epilepsy, S. D. Shorvon et al., Eds. New York: Plenum, 1994, ch. 48, pp. 263-274.
    • (1994) Magnetic Resonance Scanning and Epilepsy , pp. 263-274
    • Evans, A.1
  • 46
    • 0033646213 scopus 로고    scopus 로고
    • Automatic morphology-based brain segmentation (MBRASE) from MRI-T1 data
    • R. Stokking, K. L. Vincken, and M. A. Viergever, "Automatic morphology-based brain segmentation (MBRASE) from MRI-T1 data," NeuroImage, vol. 12, pp. 726-738, 2000.
    • (2000) NeuroImage , vol.12 , pp. 726-738
    • Stokking, R.1    Vincken, K.L.2    Viergever, M.A.3
  • 47
    • 0028008485 scopus 로고
    • Automatic detection of intracranial contours in MR images
    • Jan./Feb.
    • A. P. Zijdenbos, B. M. Dawant, and R. A. Margolin, "Automatic detection of intracranial contours in MR images," Comput. Med. Imag. Graphics, vol. 18, pp. 11-23, Jan./Feb. 1994.
    • (1994) Comput. Med. Imag. Graphics , vol.18 , pp. 11-23
    • Zijdenbos, A.P.1    Dawant, B.M.2    Margolin, R.A.3
  • 48
    • 0033823615 scopus 로고    scopus 로고
    • Automated 3-D extraction of inner and outer surfaces of cerebral cortex from MRI
    • Sep.
    • D. McDonald, N. Kabani, D. Avis, and A. C. Evans, "Automated 3-D extraction of inner and outer surfaces of cerebral cortex from MRI," NeuroImage, vol. 12, pp. 340-56, Sep. 2000.
    • (2000) NeuroImage , vol.12 , pp. 340-356
    • McDonald, D.1    Kabani, N.2    Avis, D.3    Evans, A.C.4
  • 49
  • 50
    • 0003444640 scopus 로고    scopus 로고
    • Performance analysis of automatic techniques for tissue classification in magnetic resonance images of the human brain
    • M.S. thesis, Dept. Comput. Sci., Concordia Univ., Montreal, QC, Canada
    • K. Kollokian, "Performance analysis of automatic techniques for tissue classification in magnetic resonance images of the human brain," M.S. thesis, Dept. Comput. Sci., Concordia Univ., Montreal, QC, Canada, 1996.
    • (1996)
    • Kollokian, K.1
  • 51
    • 0023634552 scopus 로고
    • The role of NMR imaging in the assessment of multiple sclerosis and isolated neurological lesions
    • I. E. C. Ormerod et al., "The role of NMR imaging in the assessment of multiple sclerosis and isolated neurological lesions," Brain, vol. 110, pp. 1579-1616, 1987.
    • (1987) Brain , vol.110 , pp. 1579-1616
    • Ormerod, I.E.C.1
  • 53
    • 0033233097 scopus 로고    scopus 로고
    • MRI simulation-based evaluation of image-processing and classification methods
    • Nov.
    • R. K.-S. Kwan, A. C. Evans, and G. B. Pike, "MRI simulation-based evaluation of image-processing and classification methods," IEEE Trans. Med. Imag., vol. 18, pp. 1085-1097, Nov. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , pp. 1085-1097
    • Kwan, R.K.-S.1    Evans, A.C.2    Pike, G.B.3
  • 54
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • L. R. Dice, "Measures of the amount of ecologic association between species," Ecology, vol. 26, no. 3, pp. 297-302, 1945.
    • (1945) Ecology , vol.26 , Issue.3 , pp. 297-302
    • Dice, L.R.1
  • 55
    • 3343019470 scopus 로고
    • Measuring nominal scale agreement among many raters
    • J. L. Fleiss, "Measuring nominal scale agreement among many raters," Psych. Bull., vol. 76, no. 5, pp. 378-382, 1971.
    • (1971) Psych. Bull. , vol.76 , Issue.5 , pp. 378-382
    • Fleiss, J.L.1
  • 56
    • 0022927129 scopus 로고
    • A coefficient of agreement as a measure of thematic classification accuracy
    • Feb.
    • G. H. Rosenfield and K. Fitzpatrick-Lins, "A coefficient of agreement as a measure of thematic classification accuracy," Photogram. Eng. Rem. Sensing, vol. 52, pp. 223-227, Feb. 1986.
    • (1986) Photogram. Eng. Rem. Sensing , vol.52 , pp. 223-227
    • Rosenfield, G.H.1    Fitzpatrick-Lins, K.2
  • 57
    • 0026045948 scopus 로고
    • Measurement and reliability: Statistical thinking considerations
    • J. J. Bartko, "Measurement and reliability: Statistical thinking considerations," Schiz. Bull., vol. 17, no. 3, pp. 483-489, 1991.
    • (1991) Schiz. Bull. , vol.17 , Issue.3 , pp. 483-489
    • Bartko, J.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.