메뉴 건너뛰기




Volumn 57, Issue 11, 2010, Pages 2689-2698

Optimizing the use of radiologist seed points for improved multiple sclerosis lesion segmentation

Author keywords

Magnetic resonance imaging (MRI); multiple sclerosis (MS); seed points; segmentation; white matter lesions (WMLs)

Indexed keywords

HEURISTIC METHODS; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING;

EID: 77958121867     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2055865     Document Type: Article
Times cited : (37)

References (33)
  • 1
    • 33750730970 scopus 로고    scopus 로고
    • Current concepts of analysis of cerebral white matter hyperintensities on magnetic resonance imaging
    • DOI 10.1097/01.rmr.0000245456.98029.a8, PII 0000214220051200000002
    • M. Yoshita, E. Fletcher, and C. DeCarli, "Current concepts of analysis of cerebral white matter hyperintensities on magnetic resonance imaging," Topics Magn. Res. Imag., vol.16, no.6, pp. 399-407, 2005. (Pubitemid 44699398)
    • (2005) Topics in Magnetic Resonance Imaging , vol.16 , Issue.6 , pp. 399-407
    • Yoshita, M.1    Fletcher, E.2    DeCarli, C.3
  • 2
    • 0032927953 scopus 로고    scopus 로고
    • Optimization of tissue segmentation of brain MR images based on multispectral 3D feature maps
    • DOI 10.1016/S0730-725X(98)00181-7, PII S0730725X98001817
    • F. B. Mohamed, S. Vinitski, S. H. Faro, C. F. Gonzalez, J. Mack, and T. Iwanaga, "Optimization of tissue segmentation of brain MR images based on multispectral 3D feature maps," Magn. Res. Imag., vol.17, no.3, pp. 403-409, 1999. (Pubitemid 29180202)
    • (1999) Magnetic Resonance Imaging , vol.17 , Issue.3 , pp. 403-409
    • Mohamed, F.B.1    Vinitski, S.2    Faro, S.H.3    Gonzalez, C.F.4    Mack, J.5    Iwanaga, T.6
  • 3
    • 0036551128 scopus 로고    scopus 로고
    • Growing Region Segmentation Software (GRES) for quantitative magnetic resonance imaging of multiple sclerosis: Intra- and inter-observer agreement variability: A comparison with manual contouring method
    • DOI 10.1007/s003300100978
    • R. C. Parodi, F. Sardanelli, P. Renzetti, E. Rosso, C. Losacco, A. Ferrari, F. Levrero, A. Pilot, M. Inglese, and G. L. Mancardi, "Growing region segmentation software (GRES) for quantitative magnetic resonance imaging of multiple sclerosis: Intra- and inter-observer agreement variability: A comparison with manual contouring method," Eur. Radiol., vol.12, no.4, pp. 866-871, 2002. (Pubitemid 36940147)
    • (2002) European Radiology , vol.12 , Issue.4 , pp. 866-871
    • Parodi, R.C.1    Sardanelli, F.2    Renzetti, P.3    Rosso, E.4    Losacco, C.5    Ferrari, A.6    Levrero, F.7    Pilot, A.8    Inglese, M.9    Mancardi, G.L.10
  • 4
    • 0037143826 scopus 로고    scopus 로고
    • Development of a semi-automated method for quantification ofMRI gray and white matter lesions in geriatric subjects
    • M. E. Payne, D. L. Fetzer, J. R. MacFall, J. M. Provenzale, C. E. Byrum, and K. R. R. Krishnan, "Development of a semi-automated method for quantification ofMRI gray and white matter lesions in geriatric subjects," Psychiatry Res., vol.115, no.1-2, pp. 63-77, 2002.
    • (2002) Psychiatry Res , vol.115 , Issue.1-2 , pp. 63-77
    • Payne, M.E.1    Fetzer, D.L.2    MacFall, J.R.3    Provenzale, J.M.4    Byrum, C.E.5    Krishnan, K.R.R.6
  • 5
    • 4444373991 scopus 로고    scopus 로고
    • Automatic segmentation of different-sized white matter lesions by voxel probability estimation
    • DOI 10.1016/j.media.2004.06.019, PII S1361841504000234
    • P. Anbeek, K. L. Vincken, M. J. P. van Osch, R. H. C. Bisschops, and J. van der Grond, "Automatic segmentation of different-sized white matter lesions by voxel probability estimation," Med. Image Anal., vol.8, no.3, pp. 205-215, 2004. (Pubitemid 39185905)
    • (2004) Medical Image Analysis , vol.8 , Issue.3 , pp. 205-215
    • Anbeek, P.1    Vincken, K.L.2    Van Osch, M.J.P.3    Bisschops, R.H.C.4    Van Der Grond, J.5
  • 6
  • 10
    • 39549119121 scopus 로고    scopus 로고
    • Fully automatic segmentation of multiple sclerosis lesions in brain MR FLAIR images using adaptive mixtures method andMarkov random field model
    • R. Khayati, M. Vafadust, F. Towhidkhah, andM. Nabavi, "Fully automatic segmentation of multiple sclerosis lesions in brain MR FLAIR images using adaptive mixtures method andMarkov random field model," Comput. Biol. Med., vol.38, no.3, pp. 379-390, 2008.
    • (2008) Comput. Biol. Med. , vol.38 , Issue.3 , pp. 379-390
    • Khayati, R.1    Vafadust, M.2    Towhidkhah, F.3    Nabavi, M.4
  • 12
    • 12344337320 scopus 로고    scopus 로고
    • Neuroimaging in multiple sclerosis
    • DOI 10.1016/j.ncl.2004.10.001, PII S0733861904001100
    • A. Traboulsee, G. Zhao, and D. K. B. Li, "Neuroimaging in multiple sclerosis," Neurologic Clin., vol.23, no.1, pp. 131-148, 2005. (Pubitemid 40126918)
    • (2005) Neurologic Clinics , vol.23 , Issue.1 , pp. 131-148
    • Traboulsee, A.1    Zhao, G.2    Li, D.K.B.3
  • 13
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • E. Parzen, "On estimation of a probability density function and mode," Ann. Math. Stat., vol.33, no.3, pp. 1065-1076, 1962.
    • (1962) Ann. Math. Stat. , vol.33 , Issue.3 , pp. 1065-1076
    • Parzen, E.1
  • 14
    • 0030170534 scopus 로고    scopus 로고
    • Fast k-NN classification for multichannel image data
    • DOI 10.1016/0167-8655(96)00036-0, PII S0167865596000360
    • S.Warfield, "Fast k-NN classification for multichannel image data," Pattern Recognit. Lett., vol.17, no.7, pp. 713-721, 1996. (Pubitemid 126376401)
    • (1996) Pattern Recognition Letters , vol.17 , Issue.7 , pp. 713-721
    • Warfield, S.1
  • 15
    • 48749129352 scopus 로고    scopus 로고
    • Effects of registration regularization and atlas sharpness on segmentation accuracy
    • B. T. T. Yeo, M. R. Sabuncu, R. Desikan, B. Fischl, and P. Golland, "Effects of registration regularization and atlas sharpness on segmentation accuracy," Med. Image Anal., vol.12, no.5, pp. 603-615, 2008.
    • (2008) Med. Image Anal. , vol.12 , Issue.5 , pp. 603-615
    • Yeo, B.T.T.1    Sabuncu, M.R.2    Desikan, R.3    Fischl, B.4    Golland, P.5
  • 16
    • 20044372739 scopus 로고    scopus 로고
    • Magnetic resonance techniques for the in vivo assessment of multiple sclerosis pathology: Consensus report of the White Matter Study Group
    • DOI 10.1002/jmri.20336
    • M. Filippi, A. Falini, D. L. Arnold, F. Fazekas, O. Gonen, J. H. Simon, V. Dousset, M. Savoiardo, and J. S. Wolinsky, "Magnetic resonance techniques for the in vivo assessment of multiple sclerosis pathology: Consensus report of the white matter study group," J. Magn. Res. Imag., vol.21, no.6, pp. 669-675, 2005. (Pubitemid 40770857)
    • (2005) Journal of Magnetic Resonance Imaging , vol.21 , Issue.6 , pp. 669-675
    • Filippi, M.1    Falini, A.2    Arnold, D.L.3    Fazekas, F.4    Gonen, O.5    Simon, J.H.6    Dousset, V.7    Savoiardo, M.8    Wolinsky, J.S.9
  • 18
    • 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, no.1, pp. 87-97, Feb. 1998.
    • (1998) IEEE Trans. Med. Imag. , vol.17 , Issue.1 , pp. 87-97
    • Sled, J.G.1    Zijdenbos, A.P.2    Evans, A.C.3
  • 19
    • 0031141035 scopus 로고    scopus 로고
    • SUSAN-A new approach to low level image processing
    • S. M. Smith and J. M. Brady, "SUSAN-A new approach to low level image processing," Int. J. Comput. Vis., vol.23, no.1, pp. 45-78, 1997.
    • (1997) Int. J. Comput. Vis. , vol.23 , Issue.1 , pp. 45-78
    • Smith, S.M.1    Brady, J.M.2
  • 20
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • S. M. Smith, "Fast robust automated brain extraction," Human Brain Mapp., vol.17, no.3, pp. 143-155, 2002.
    • (2002) Human Brain Mapp , vol.17 , Issue.3 , pp. 143-155
    • Smith, S.M.1
  • 22
    • 0020102027 scopus 로고
    • Least squares quantization in PCM
    • Mar.
    • S. Lloyd, "Least squares quantization in PCM," IEEE Trans. Inf. Theory, vol.IT-28, no.2, pp. 129-137, Mar. 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.IT-28 , Issue.2 , pp. 129-137
    • Lloyd, S.1
  • 24
    • 54349100342 scopus 로고    scopus 로고
    • MS Lesions in T2-Weighted Images
    • New York: Springer-Verlag
    • M. A. Sahraian and E.-W. Radue, "MS Lesions in T2-Weighted Images," in MRI Atlas of MS Lesions. New York: Springer-Verlag, 2008, p. 7.
    • (2008) MRI Atlas of MS Lesions , pp. 7
    • Sahraian, M.A.1    Radue, E.-W.2
  • 25
    • 0035065849 scopus 로고    scopus 로고
    • On the psychophysics of the shape triangle
    • DOI 10.1016/S0042-6989(00)00274-1, PII S0042698900002741
    • K. Siddiqi, B. Kimia, A. Tannenbaum, and S. Zucker, "On the psychophysics of the shape triangle," Vis. Res., vol.41, no.9, pp. 1153-1178, 2001. (Pubitemid 32268614)
    • (2001) Vision Research , vol.41 , Issue.9 , pp. 1153-1178
    • Siddiqi, K.1    Kimia, B.B.2    Tannenbaum, A.3    Zucker, S.W.4
  • 27
    • 43349086323 scopus 로고    scopus 로고
    • Reduction in magnetic resonance imaging T2 burden of disease in patients with relapsing-remitting multiple sclerosis: Analysis of 48-week data from the EVIDENCE study
    • the EVIDENCE Study Group and UBC MS/MRI Research Group
    • A. Traboulsee, A. AL-Sabbagh, R. Bennett, P. Chang, D. Li, the EVIDENCE Study Group, and UBC MS/MRI Research Group, "Reduction in magnetic resonance imaging T2 burden of disease in patients with relapsing-remitting multiple sclerosis: Analysis of 48-week data from the EVIDENCE study," BMC Neurol., vol.8, no.1, pp. 11-17, 2008.
    • (2008) BMC Neurol , vol.8 , Issue.1 , pp. 11-17
    • Traboulsee, A.1    Al-Sabbagh, A.2    Bennett, R.3    Chang, P.4    Li, D.5
  • 28
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • L. Dice, "Measures of the amount of ecologic association between species," Ecology, vol.26, pp. 297-302, 1945.
    • (1945) Ecology , vol.26 , pp. 297-302
    • Dice, L.1
  • 29
    • 0031930763 scopus 로고    scopus 로고
    • Effect of training and different measurement strategies on the reproducibility of brain MRI lesion load measurements in multiple sclerosis
    • M. Filippi, M. L. Gawne-Cain, C. Gasperini, J. H. van Waesberghe, J. Grimaud, F. Barkhof, M. P. Sormani, and D. H. Miller, "Effect of training and different measurement strategies on the reproducibility of brain MRI lesion load measurements in multiple sclerosis," Neurology, vol.50, no.1, pp. 238-244, 1998. (Pubitemid 28106048)
    • (1998) Neurology , vol.50 , Issue.1 , pp. 238-244
    • Filippi, M.1    Gawne-Cain, M.L.2    Gasperini, C.3    Vanwaesberghe, J.H.4    Grimaud, J.5    Barkhof, F.6    Sormani, M.P.7    Miller, D.H.8
  • 30
    • 39049089920 scopus 로고    scopus 로고
    • Effect of intravenous methylprednisolone on the number, size and confluence of plaques in relapsing-remitting multiple sclerosis
    • DOI 10.1016/j.jns.2007.09.025, PII S0022510X07006557
    • R. Zivadinov, M. Zorzon, R. De Masi, D. Nasuelli, andG. Cazzato, "Effect of intravenous methylprednisolone on the number, size and confluence of plaques in relapsing-remittingmultiple sclerosis," J. Neurol. Sci., vol.267, no.1-2, pp. 28-35, 2008. (Pubitemid 351248901)
    • (2008) Journal of the Neurological Sciences , vol.267 , Issue.1-2 , pp. 28-35
    • Zivadinov, R.1    Zorzon, M.2    De Masi, R.3    Nasuelli, D.4    Cazzato, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.