메뉴 건너뛰기




Volumn 56, Issue 3, 2011, Pages 858-864

Unsupervised multiparametric classification of dynamic susceptibility contrast imaging: Study of the healthy brain

Author keywords

Brain vascular territories; Dynamic susceptibility contrast (DSC) imaging; Healthy brain; Multiparametric classification

Indexed keywords

ADULT; ARTICLE; BRAIN BLOOD VESSEL; BRAIN PERFUSION; BRAIN REGION; CLUSTER ANALYSIS; CONTRAST ENHANCEMENT; CONTRAST RADIOGRAPHY; CONTROLLED STUDY; DURA MATER; DYNAMIC SUSCEPTIBILITY CONTRAST IMAGING; GRAY MATTER; HUMAN; IMAGE ANALYSIS; MALE; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; PROCESS DEVELOPMENT; TREND STUDY; VOLUNTEER; WHITE MATTER;

EID: 79955462799     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.03.027     Document Type: Article
Times cited : (8)

References (43)
  • 3
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry - the methods
    • Ashburner J., Friston K.J. Voxel-based morphometry - the methods. Neuroimage 2000, 11:805-821.
    • (2000) Neuroimage , vol.11 , pp. 805-821
    • Ashburner, J.1    Friston, K.J.2
  • 4
    • 77952010972 scopus 로고    scopus 로고
    • A fully automated method for quantitative cerebral hemodynamic analysis using DSC-MRI
    • Bjornerud A., Emblem K.E. A fully automated method for quantitative cerebral hemodynamic analysis using DSC-MRI. J. Cereb. Blood Flow Metab. 2010, 30:1066-1078.
    • (2010) J. Cereb. Blood Flow Metab. , vol.30 , pp. 1066-1078
    • Bjornerud, A.1    Emblem, K.E.2
  • 5
    • 77952513077 scopus 로고    scopus 로고
    • Blind source separation of hemodynamics from magnetic resonance perfusion brain images using independent factor analysis
    • Chou Y.C., Lu C.F., Guo W.Y., Wu Y.T. Blind source separation of hemodynamics from magnetic resonance perfusion brain images using independent factor analysis. Int. J. Biomed. Imaging 2010, 2010:360568.
    • (2010) Int. J. Biomed. Imaging , vol.2010 , pp. 360568
    • Chou, Y.C.1    Lu, C.F.2    Guo, W.Y.3    Wu, Y.T.4
  • 6
    • 34249069811 scopus 로고    scopus 로고
    • Classification of hemodynamics from dynamic-susceptibility-contrast magnetic resonance (DSC-MR) brain images using noiseless independent factor analysis
    • Chou Y.C., Teng M.M., Guo W.Y., Hsieh J.C., Wu Y.T. Classification of hemodynamics from dynamic-susceptibility-contrast magnetic resonance (DSC-MR) brain images using noiseless independent factor analysis. Med. Image Anal. 2007, 11:242-253.
    • (2007) Med. Image Anal. , vol.11 , pp. 242-253
    • Chou, Y.C.1    Teng, M.M.2    Guo, W.Y.3    Hsieh, J.C.4    Wu, Y.T.5
  • 7
    • 4944232432 scopus 로고    scopus 로고
    • Dynamic magnetic resonance perfusion imaging of brain tumors
    • Covarrubias D.J., Rosen B.R., Lev M.H. Dynamic magnetic resonance perfusion imaging of brain tumors. Oncologist 2004, 9:528-537.
    • (2004) Oncologist , vol.9 , pp. 528-537
    • Covarrubias, D.J.1    Rosen, B.R.2    Lev, M.H.3
  • 8
    • 0032471609 scopus 로고    scopus 로고
    • Dynamic susceptibility contrast MR imaging of regional cerebral blood volume in Alzheimer disease: a promising alternative to nuclear medicine
    • Harris G.J., Lewis R.F., Satlin A., English C.D., Scott T.M., Yurgelun-Todd D.A., Renshaw P.F. Dynamic susceptibility contrast MR imaging of regional cerebral blood volume in Alzheimer disease: a promising alternative to nuclear medicine. AJNR Am. J. Neuroradiol. 1998, 19:1727-1732.
    • (1998) AJNR Am. J. Neuroradiol. , vol.19 , pp. 1727-1732
    • Harris, G.J.1    Lewis, R.F.2    Satlin, A.3    English, C.D.4    Scott, T.M.5    Yurgelun-Todd, D.A.6    Renshaw, P.F.7
  • 11
    • 0842302442 scopus 로고    scopus 로고
    • Perfusion-weighted magnetic resonance imaging of the brain: techniques and application in children
    • Huisman T.A., Sorensen A.G. Perfusion-weighted magnetic resonance imaging of the brain: techniques and application in children. Eur. Radiol. 2004, 14:59-72.
    • (2004) Eur. Radiol. , vol.14 , pp. 59-72
    • Huisman, T.A.1    Sorensen, A.G.2
  • 13
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • 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.
    • (2002) Neuroimage , vol.17 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 15
    • 0029034190 scopus 로고
    • Correction for geometric distortion in echo planar images from B0 field variations
    • Jezzard P., Balaban R.S. Correction for geometric distortion in echo planar images from B0 field variations. Magn. Reson. Med. 1995, 34:65-73.
    • (1995) Magn. Reson. Med. , vol.34 , pp. 65-73
    • Jezzard, P.1    Balaban, R.S.2
  • 17
  • 20
    • 2942657795 scopus 로고    scopus 로고
    • Dynamic susceptibility contrast-enhanced perfusion and conventional MR imaging findings for adult patients with cerebral primitive neuroectodermal tumors
    • Law M., Kazmi K., Wetzel S., Wang E., Iacob C., Zagzag D., Golfinos J.G., Johnson G. Dynamic susceptibility contrast-enhanced perfusion and conventional MR imaging findings for adult patients with cerebral primitive neuroectodermal tumors. AJNR Am. J. Neuroradiol. 2004, 25:997-1005.
    • (2004) AJNR Am. J. Neuroradiol. , vol.25 , pp. 997-1005
    • Law, M.1    Kazmi, K.2    Wetzel, S.3    Wang, E.4    Iacob, C.5    Zagzag, D.6    Golfinos, J.G.7    Johnson, G.8
  • 21
    • 0345254996 scopus 로고    scopus 로고
    • Glioma grading: sensitivity, specificity, and predictive values of perfusion MR imaging and proton MR spectroscopic imaging compared with conventional MR imaging
    • Law M., Yang S., Wang H., Babb J.S., Johnson G., Cha S., Knopp E.A., Zagzag D. Glioma grading: sensitivity, specificity, and predictive values of perfusion MR imaging and proton MR spectroscopic imaging compared with conventional MR imaging. AJNR Am. J. Neuroradiol. 2003, 24:1989-1998.
    • (2003) AJNR Am. J. Neuroradiol. , vol.24 , pp. 1989-1998
    • Law, M.1    Yang, S.2    Wang, H.3    Babb, J.S.4    Johnson, G.5    Cha, S.6    Knopp, E.A.7    Zagzag, D.8
  • 22
    • 33644846648 scopus 로고    scopus 로고
    • Partial-volume model for determining white matter and gray matter cerebral blood volume for analysis of gliomas
    • Lee M.C., Cha S., Chang S.M., Nelson S.J. Partial-volume model for determining white matter and gray matter cerebral blood volume for analysis of gliomas. J. Magn. Reson. Imaging 2006, 23:257-266.
    • (2006) J. Magn. Reson. Imaging , vol.23 , pp. 257-266
    • Lee, M.C.1    Cha, S.2    Chang, S.M.3    Nelson, S.J.4
  • 23
    • 27944474903 scopus 로고    scopus 로고
    • Dynamic susceptibility-weighted perfusion imaging of high-grade gliomas: characterization of spatial heterogeneity
    • Lupo J.M., Cha S., Chang S.M., Nelson S.J. Dynamic susceptibility-weighted perfusion imaging of high-grade gliomas: characterization of spatial heterogeneity. AJNR Am. J. Neuroradiol. 2005, 26:1446-1454.
    • (2005) AJNR Am. J. Neuroradiol. , vol.26 , pp. 1446-1454
    • Lupo, J.M.1    Cha, S.2    Chang, S.M.3    Nelson, S.J.4
  • 28
    • 28444463228 scopus 로고    scopus 로고
    • Principles of cerebral perfusion imaging by bolus tracking
    • Ostergaard L. Principles of cerebral perfusion imaging by bolus tracking. J. Magn. Reson. Imaging 2005, 22:710-717.
    • (2005) J. Magn. Reson. Imaging , vol.22 , pp. 710-717
    • Ostergaard, L.1
  • 29
    • 0029909977 scopus 로고    scopus 로고
    • High resolution measurement of cerebral blood flow using intravascular tracer bolus passages. Part II: experimental comparison and preliminary results
    • Ostergaard L., Sorensen A.G., Kwong K.K., Weisskoff R.M., Gyldensted C., Rosen B.R. High resolution measurement of cerebral blood flow using intravascular tracer bolus passages. Part II: experimental comparison and preliminary results. Magn. Reson. Med. 1996, 36:726-736.
    • (1996) Magn. Reson. Med. , vol.36 , pp. 726-736
    • Ostergaard, L.1    Sorensen, A.G.2    Kwong, K.K.3    Weisskoff, R.M.4    Gyldensted, C.5    Rosen, B.R.6
  • 30
    • 0029907308 scopus 로고    scopus 로고
    • High resolution measurement of cerebral blood flow using intravascular tracer bolus passages. Part I: mathematical approach and statistical analysis
    • Ostergaard L., Weisskoff R.M., Chesler D.A., Gyldensted C., Rosen B.R. High resolution measurement of cerebral blood flow using intravascular tracer bolus passages. Part I: mathematical approach and statistical analysis. Magn. Reson. Med. 1996, 36:715-725.
    • (1996) Magn. Reson. Med. , vol.36 , pp. 715-725
    • Ostergaard, L.1    Weisskoff, R.M.2    Chesler, D.A.3    Gyldensted, C.4    Rosen, B.R.5
  • 32
    • 0034085473 scopus 로고    scopus 로고
    • MR perfusion imaging of the brain: techniques and applications
    • Petrella J.R., Provenzale J.M. MR perfusion imaging of the brain: techniques and applications. AJR Am. J. Roentgenol. 2000, 175:207-219.
    • (2000) AJR Am. J. Roentgenol. , vol.175 , pp. 207-219
    • Petrella, J.R.1    Provenzale, J.M.2
  • 33
    • 0031305928 scopus 로고    scopus 로고
    • Dynamic susceptibility contrast magnetic resonance imaging in neuropsychiatry: present utility and future promise
    • Renshaw P.F., Levin J.M., Kaufman M.J., Ross M.H., Lewis R.F., Harris G.J. Dynamic susceptibility contrast magnetic resonance imaging in neuropsychiatry: present utility and future promise. Eur. Radiol. 1997, 7(Suppl 5):216-221.
    • (1997) Eur. Radiol. , vol.7 , Issue.SUPPL. 5 , pp. 216-221
    • Renshaw, P.F.1    Levin, J.M.2    Kaufman, M.J.3    Ross, M.H.4    Lewis, R.F.5    Harris, G.J.6
  • 34
    • 0034839778 scopus 로고    scopus 로고
    • Viability thresholds of ischemic penumbra of hyperacute stroke defined by perfusion-weighted MRI and apparent diffusion coefficient
    • Rohl L., Ostergaard L., Simonsen C.Z., Vestergaard-Poulsen P., Andersen G., Sakoh M., Le Bihan D., Gyldensted C. Viability thresholds of ischemic penumbra of hyperacute stroke defined by perfusion-weighted MRI and apparent diffusion coefficient. Stroke 2001, 32:1140-1146.
    • (2001) Stroke , vol.32 , pp. 1140-1146
    • Rohl, L.1    Ostergaard, L.2    Simonsen, C.Z.3    Vestergaard-Poulsen, P.4    Andersen, G.5    Sakoh, M.6    Le Bihan, D.7    Gyldensted, C.8
  • 35
    • 36849001788 scopus 로고    scopus 로고
    • Quantitative cerebral perfusion using dynamic susceptibility contrast MRI: evaluation of reproducibility and age- and gender-dependence with fully automatic image postprocessing algorithm
    • Shin W., Horowitz S., Ragin A., Chen Y., Walker M., Carroll T.J. Quantitative cerebral perfusion using dynamic susceptibility contrast MRI: evaluation of reproducibility and age- and gender-dependence with fully automatic image postprocessing algorithm. Magn. Reson. Med. 2007, 58:1232-1241.
    • (2007) Magn. Reson. Med. , vol.58 , pp. 1232-1241
    • Shin, W.1    Horowitz, S.2    Ragin, A.3    Chen, Y.4    Walker, M.5    Carroll, T.J.6
  • 36
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17:143-155.
    • (2002) Hum. Brain Mapp. , vol.17 , pp. 143-155
    • Smith, S.M.1
  • 37
    • 0033836847 scopus 로고    scopus 로고
    • Perfusion MRI of the human brain with dynamic susceptibility contrast: gradient-echo versus spin-echo techniques
    • Speck O., Chang L., DeSilva N.M., Ernst T. Perfusion MRI of the human brain with dynamic susceptibility contrast: gradient-echo versus spin-echo techniques. J. Magn. Reson. Imaging 2000, 12:381-387.
    • (2000) J. Magn. Reson. Imaging , vol.12 , pp. 381-387
    • Speck, O.1    Chang, L.2    DeSilva, N.M.3    Ernst, T.4
  • 38
    • 0027385434 scopus 로고
    • A quantitative investigation of the variability of the major cerebral arterial territories
    • van der Zwan A., Hillen B., Tulleken C.A., Dujovny M. A quantitative investigation of the variability of the major cerebral arterial territories. Stroke 1993, 24:1951-1959.
    • (1993) Stroke , vol.24 , pp. 1951-1959
    • van der Zwan, A.1    Hillen, B.2    Tulleken, C.A.3    Dujovny, M.4
  • 39
    • 0035189409 scopus 로고    scopus 로고
    • Brain perfusion SPECT: age- and sex-related effects correlated with voxel-based morphometric findings in healthy adults
    • Van Laere K.J., Dierckx R.A. Brain perfusion SPECT: age- and sex-related effects correlated with voxel-based morphometric findings in healthy adults. Radiology 2001, 221:810-817.
    • (2001) Radiology , vol.221 , pp. 810-817
    • Van Laere, K.J.1    Dierckx, R.A.2
  • 42
    • 33846072503 scopus 로고    scopus 로고
    • Classification of spatiotemporal hemodynamics from brain perfusion MR images using expectation-maximization estimation with finite mixture of multivariate gaussian distributions
    • Wu Y.T., Chou Y.C., Guo W.Y., Yeh T.C., Hsieh J.C. Classification of spatiotemporal hemodynamics from brain perfusion MR images using expectation-maximization estimation with finite mixture of multivariate gaussian distributions. Magn. Reson. Med. 2007, 57:181-191.
    • (2007) Magn. Reson. Med. , vol.57 , pp. 181-191
    • Wu, Y.T.1    Chou, Y.C.2    Guo, W.Y.3    Yeh, T.C.4    Hsieh, J.C.5
  • 43
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • 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.
    • (2001) IEEE Trans. Med. Imaging , vol.20 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.