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Volumn 32, Issue 5, 2008, Pages 353-366

Generalized fuzzy clustering for segmentation of multi-spectral magnetic resonance images

Author keywords

Adaptive FCM; Contextual constraints; G K algorithm; Inhomogeneity field; MRI; Multi spectral segmentation; Similarity measures

Indexed keywords

ADAPTIVE SYSTEMS; ALGORITHMS; CONSTRAINT THEORY; FEATURE EXTRACTION; FUZZY CLUSTERING; MAGNETIC RESONANCE IMAGING;

EID: 44149104064     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2008.02.002     Document Type: Article
Times cited : (30)

References (34)
  • 1
    • 0036489378 scopus 로고    scopus 로고
    • A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data
    • Ahmed M.N., Yamany S.M., Mohamed N., Farag A.A., and Moriarty T. A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data. IEEE Trans Med Imag 21 (2002) 193-199
    • (2002) IEEE Trans Med Imag , vol.21 , pp. 193-199
    • Ahmed, M.N.1    Yamany, S.M.2    Mohamed, N.3    Farag, A.A.4    Moriarty, T.5
  • 3
    • 0031035547 scopus 로고    scopus 로고
    • A dual approach for minimizing false lesion classifications on magnetic resonance images
    • Bedell B.J., Narayana P.A., and Wolinsky J.S. A dual approach for minimizing false lesion classifications on magnetic resonance images. Magn Reson Med 37 (1997) 94-102
    • (1997) Magn Reson Med , vol.37 , pp. 94-102
    • Bedell, B.J.1    Narayana, P.A.2    Wolinsky, J.S.3
  • 4
    • 30844464790 scopus 로고    scopus 로고
    • The measurement and clinical relevance of brain atrophy in multiple sclerosis
    • Bermel R.A., and Bakshi R. The measurement and clinical relevance of brain atrophy in multiple sclerosis. Lancet Neurol 5 (2006) 158-170
    • (2006) Lancet Neurol , vol.5 , pp. 158-170
    • Bermel, R.A.1    Bakshi, R.2
  • 7
    • 44149107990 scopus 로고    scopus 로고
    • Bezdek JC. Fuzzy Mathematics in Pattern Classification. Ph.D. Thesis, Cornell University; 1973.
    • Bezdek JC. Fuzzy Mathematics in Pattern Classification. Ph.D. Thesis, Cornell University; 1973.
  • 11
    • 21544432712 scopus 로고    scopus 로고
    • Brain Web: online interface to a 3D MRI simulated brain database
    • Cocosco C.A., Kollokian V., Kwan R.K.-S., and Evans A.C. Brain Web: online interface to a 3D MRI simulated brain database. NeuroImage 5 (1997) S425-S427
    • (1997) NeuroImage , vol.5
    • Cocosco, C.A.1    Kollokian, V.2    Kwan, R.K.-S.3    Evans, A.C.4
  • 13
    • 18044376195 scopus 로고    scopus 로고
    • Quantification of multiple sclerosis lesion load and brain tissue volumetry using multiparameter MRI: methodology and reproducibility
    • Ding Z., Preiningerova J., Cannistraci C.J., Vollmer T.L., Gore J.C., and Anderson A.W. Quantification of multiple sclerosis lesion load and brain tissue volumetry using multiparameter MRI: methodology and reproducibility. Magn Reson Imag 23 (2005) 445-452
    • (2005) Magn Reson Imag , vol.23 , pp. 445-452
    • Ding, Z.1    Preiningerova, J.2    Cannistraci, C.J.3    Vollmer, T.L.4    Gore, J.C.5    Anderson, A.W.6
  • 14
    • 0003132591 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact, well separated clusters
    • Gunn J.C. A fuzzy relative of the ISODATA process and its use in detecting compact, well separated clusters. J Cybern 3 (1974) 95-104
    • (1974) J Cybern , vol.3 , pp. 95-104
    • Gunn, J.C.1
  • 16
    • 27244433678 scopus 로고    scopus 로고
    • Implementation of high dimensional feature map for segmentation of MR images
    • He R., Sajja B.R., and Narayana P.A. Implementation of high dimensional feature map for segmentation of MR images. Annals Biomed Engg 33 (2005) 1439-1448
    • (2005) Annals Biomed Engg , vol.33 , pp. 1439-1448
    • He, R.1    Sajja, B.R.2    Narayana, P.A.3
  • 18
    • 44149117032 scopus 로고    scopus 로고
    • http://www.bic.mni.mcgill.ca/Brain Web/
  • 19
    • 29444458010 scopus 로고    scopus 로고
    • Magnetic resonance imaging monitoring of multiple sclerosis lesion evolution
    • Inglese M., Grossman R.I., and Filippi M. Magnetic resonance imaging monitoring of multiple sclerosis lesion evolution. J Neuroimaging 15 (2005) 22S-29S
    • (2005) J Neuroimaging , vol.15
    • Inglese, M.1    Grossman, R.I.2    Filippi, M.3
  • 21
    • 84871954812 scopus 로고    scopus 로고
    • Adaptation of cluster sizes in objective function based fuzzy clustering
    • Leondes C.T. (Ed), CRC Press, Boca Raton
    • Keller A., and Klawonn F. Adaptation of cluster sizes in objective function based fuzzy clustering. In: Leondes C.T. (Ed). Database and learning systems IV (2003), CRC Press, Boca Raton 181-199
    • (2003) Database and learning systems IV , pp. 181-199
    • Keller, A.1    Klawonn, F.2
  • 23
    • 0141857203 scopus 로고    scopus 로고
    • An adaptive spatial fuzzy clustering algorithm for 3-D MR image segmentation
    • Liew A.W.-C., and Yan H. An adaptive spatial fuzzy clustering algorithm for 3-D MR image segmentation. IEEE Trans Med Imag 22 (2003) 1063-1075
    • (2003) IEEE Trans Med Imag , vol.22 , pp. 1063-1075
    • Liew, A.W.-C.1    Yan, H.2
  • 24
    • 33746015928 scopus 로고    scopus 로고
    • Current methods in automatic tissue segmentation of 3D magnetic resonance brain images
    • Liew A.W.-C., and Yan H. Current methods in automatic tissue segmentation of 3D magnetic resonance brain images. Curr Med Imaging Rev 2 (2006) 91-103
    • (2006) Curr Med Imaging Rev , vol.2 , pp. 91-103
    • Liew, A.W.-C.1    Yan, H.2
  • 25
    • 20444439232 scopus 로고    scopus 로고
    • Reduction of brain volume in MS. MRI and pathology findings
    • Lycklama a Nijeholt G.J. Reduction of brain volume in MS. MRI and pathology findings. J Neurol Sci 233 (2005) 199-202
    • (2005) J Neurol Sci , vol.233 , pp. 199-202
    • Lycklama a Nijeholt, G.J.1
  • 26
    • 0037371280 scopus 로고    scopus 로고
    • Imaging-based measures of disease progression in clinical trials of disease-modifying drugs for Alzheimer disease
    • Matthews B., Siemers E.R., and Mozley P.D. Imaging-based measures of disease progression in clinical trials of disease-modifying drugs for Alzheimer disease. Am J Geriatr Psychiatry 11 (2003) 146-159
    • (2003) Am J Geriatr Psychiatry , vol.11 , pp. 146-159
    • Matthews, B.1    Siemers, E.R.2    Mozley, P.D.3
  • 27
    • 0035502877 scopus 로고    scopus 로고
    • Spatial models for fuzzy clustering
    • Pham D.L. Spatial models for fuzzy clustering. Comput Vis Image Understanding 84 (2001) 285-297
    • (2001) Comput Vis Image Understanding , vol.84 , pp. 285-297
    • Pham, D.L.1
  • 28
    • 0033181293 scopus 로고    scopus 로고
    • Adaptive fuzzy segmentation of magnetic resonance images
    • Pham D.L., and Prince J.L. Adaptive fuzzy segmentation of magnetic resonance images. IEEE Trans Med Imag 18 (1999) 737-752
    • (1999) IEEE Trans Med Imag , vol.18 , pp. 737-752
    • Pham, D.L.1    Prince, J.L.2
  • 30
    • 0032845894 scopus 로고    scopus 로고
    • A modified fuzzy clustering algorithm for operator independent brain tissue classification of dual echo MR images
    • Suckling J., Sigmundsson T., Greenwood K., and Bullmore E.T. A modified fuzzy clustering algorithm for operator independent brain tissue classification of dual echo MR images. Magn Reson Imag 17 (1999) 1065-1076
    • (1999) Magn Reson Imag , vol.17 , pp. 1065-1076
    • Suckling, J.1    Sigmundsson, T.2    Greenwood, K.3    Bullmore, E.T.4
  • 31
    • 21644489326 scopus 로고    scopus 로고
    • Image segmentation by fuzzy clustering: methods and issues
    • Bankman I.N. (Ed), Academic Press, San Diego
    • Sutton M.A., Bezdek J.C., and Cahoon T.C. Image segmentation by fuzzy clustering: methods and issues. In: Bankman I.N. (Ed). Handbook of medical imaging: processing and analysis (2000), Academic Press, San Diego 87-106
    • (2000) Handbook of medical imaging: processing and analysis , pp. 87-106
    • Sutton, M.A.1    Bezdek, J.C.2    Cahoon, T.C.3
  • 32
    • 0028497967 scopus 로고
    • Multispectral analysis of the brain using magnetic resonance imaging
    • Taxt T., and Lundervold A. Multispectral analysis of the brain using magnetic resonance imaging. IEEE Trans Med Imag 13 (1994) 470-481
    • (1994) IEEE Trans Med Imag , vol.13 , pp. 470-481
    • Taxt, T.1    Lundervold, A.2
  • 34
    • 0037347070 scopus 로고    scopus 로고
    • Multicontext fuzzy clustering for separation of brain tissues in magnetic resonance images
    • Zhu C., and Jiang T. Multicontext fuzzy clustering for separation of brain tissues in magnetic resonance images. NeuroImage 18 (2003) 685-696
    • (2003) NeuroImage , vol.18 , pp. 685-696
    • Zhu, C.1    Jiang, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.