메뉴 건너뛰기




Volumn 2013, Issue , 2013, Pages

Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN MAPPING; COMPUTER AIDED DIAGNOSIS; FUZZY CLUSTERING; IMAGE RESOLUTION; MAGNETIC RESONANCE IMAGING; TISSUE;

EID: 84878646643     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1155/2013/638563     Document Type: Article
Times cited : (46)

References (37)
  • 1
    • 0030153655 scopus 로고    scopus 로고
    • Segmentation of brain tissue from magnetic resonance images
    • Kapur T., Eric W., Grimson L., Wells W. M., Kikinis R., Segmentation of brain tissue from magnetic resonance images. Medical Image Analysis 1996 1 2 109 127 2-s2.0-0030153655 (Pubitemid 126421959)
    • (1996) Medical Image Analysis , vol.1 , Issue.2 , pp. 109-127
    • Kapur, T.1    Eric, W.2    Grimson, L.3    Wells III, W.M.4    Kikinis, R.5
  • 2
    • 0024628537 scopus 로고
    • Anatomic segmentation and volumetric calculations in nuclear magnetic resonance imaging
    • 2-s2.0-0024628537 10.1109/42.20356
    • Kennedy D. N., Filipek P. A., Caviness V. S., Anatomic segmentation and volumetric calculations in nuclear magnetic resonance imaging. IEEE Transactions on Medical Imaging 1989 8 1 1 7 2-s2.0-0024628537 10.1109/42.20356
    • (1989) IEEE Transactions on Medical Imaging , vol.8 , Issue.1 , pp. 1-7
    • Kennedy, D.N.1    Filipek, P.A.2    Caviness, V.S.3
  • 4
    • 58549094349 scopus 로고    scopus 로고
    • Finite mixture of α -stable distributions
    • 2-s2.0-58549094349 10.1016/j.dsp.2007.11.004
    • Salas-González D., Kuruoglu E. E., Ruiz D. P., Finite mixture of α -stable distributions. Digital Signal Processing 2009 19 2 250 264 2-s2.0-58549094349 10.1016/j.dsp.2007.11.004
    • (2009) Digital Signal Processing , vol.19 , Issue.2 , pp. 250-264
    • Salas-González, D.1    Kuruoglu, E.E.2    Ruiz, D.P.3
  • 7
    • 84878018986 scopus 로고    scopus 로고
    • Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization
    • 10.1016/j.neucom.2012.08.047
    • Ortiz A., Górriz J. M., Ramírez J., Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization. Neurocomputing 2013 10.1016/j.neucom.2012.08.047
    • (2013) Neurocomputing
    • Ortiz, A.1    Górriz, J.M.2    Ramírez, J.3
  • 8
    • 84885578159 scopus 로고    scopus 로고
    • Two fully-unsupervised methods for mr brain segmentation using som-based strategies
    • 10.1016/j.asoc.2012.11.020
    • Ortiz A., Górriz J. M., Ramírez J., Salas-González D., Llamas-Elvira J. M., Two fully-unsupervised methods for mr brain segmentation using som-based strategies. Applied Soft Computing 2013 13 5 2668 2682 10.1016/j.asoc.2012.11.020
    • (2013) Applied Soft Computing , vol.13 , Issue.5 , pp. 2668-2682
    • Ortiz, A.1    Górriz, J.M.2    Ramírez, J.3    Salas-González, D.4    Llamas-Elvira, J.M.5
  • 9
    • 0030863631 scopus 로고    scopus 로고
    • Intensity-adaptive segmentation of single-echo t1-weighted magnetic resonance images
    • Momenan R., Hommer D., Rawlings R., Ruttimann U., Kerich M., Rio D., Intensity-adaptive segmentation of single-echo t1-weighted magnetic resonance images. Human Brain Mapping 2002 5 3 194 205
    • (2002) Human Brain Mapping , vol.5 , Issue.3 , pp. 194-205
    • Momenan, R.1    Hommer, D.2    Rawlings, R.3    Ruttimann, U.4    Kerich, M.5    Rio, D.6
  • 10
    • 0036429301 scopus 로고    scopus 로고
    • A robust method for extraction and automatic segmentation of brain images
    • DOI 10.1006/nimg.2002.1221
    • Kovacevic N., Lobaugh N. J., Bronskill M. J., Levine B., Feinstein A., Black S. E., A robust method for extraction and automatic segmentation of brain images. NeuroImage 2002 17 3 1087 1100 2-s2.0-0036429301 10.1006/nimg.2002.1221 (Pubitemid 35333833)
    • (2002) NeuroImage , vol.17 , Issue.3 , pp. 1087-1100
    • Kovacevic, N.1    Lobaugh, N.J.2    Bronskill, M.J.3    Levine, B.4    Feinstein, A.5    Black, S.E.6
  • 17
    • 2942621972 scopus 로고    scopus 로고
    • Image segmentation based on maximum-likelihood estimation and optimum entropy-distribution (MLE-OED)
    • DOI 10.1016/j.patrec.2004.03.013, PII S0167865504000777
    • Xie J., Tsui H. T., Image segmentation based on maximum-likelihood estimation and optimum entropy-distribution (MLE-OED). Pattern Recognition Letters 2004 25 10 1133 1141 2-s2.0-2942621972 10.1016/j.patrec.2004.03.013 (Pubitemid 38763655)
    • (2004) Pattern Recognition Letters , vol.25 , Issue.10 , pp. 1133-1141
    • Xie, J.1    Tsui, H.T.2
  • 18
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • DOI 10.1109/42.906424, PII S027800620100800X
    • Zhang Y., Brady M., Smith S., Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Transactions on Medical Imaging 2001 20 1 45 57 2-s2.0-0034745001 10.1109/42.906424 (Pubitemid 32293419)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 19
    • 0030170071 scopus 로고    scopus 로고
    • Segmentation of functional MRI by K-means clustering
    • Singh M., Patel P., Khosla D., Kim T., Segmentation of functional MRI by K-means clustering. IEEE Transactions on Nuclear Science 1996 43 3 2030 2036 2-s2.0-0030170071 (Pubitemid 126776037)
    • (1996) IEEE Transactions on Nuclear Science , vol.43 , Issue.3 PART 2 , pp. 2030-2036
    • Singh, M.1    Patel, P.2    Khosla, D.3    Kim, T.4
  • 22
    • 0033181293 scopus 로고    scopus 로고
    • Adaptive fuzzy segmentation of magnetic resonance images
    • DOI 10.1109/42.802752
    • Pham D. L., Prince J. L., Adaptive fuzzy segmentation of magnetic resonance images. IEEE Transactions on Medical Imaging 1999 18 9 737 752 2-s2.0-0033181293 10.1109/42.802752 (Pubitemid 30519193)
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , Issue.9 , pp. 737-752
    • Pham, D.L.1    Prince, J.L.2
  • 23
    • 84878633126 scopus 로고    scopus 로고
    • Center for Morphometric Analysis Internet Brain Segmentation Repository (IBSR), Massachusetts General Hospital, 2012
    • Center for Morphometric Analysis Internet Brain Segmentation Repository (IBSR), Massachusetts General Hospital, 2012
  • 24
    • 84878631060 scopus 로고    scopus 로고
    • FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, Brain extraction tool (bet), 2012
    • FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, Brain extraction tool (bet), 2012
  • 25
    • 84878647614 scopus 로고    scopus 로고
    • FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, Fmrib software library, 2012
    • FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, Fmrib software library, 2012
  • 26
    • 54049152738 scopus 로고    scopus 로고
    • Medical image analysis of 3D CT images based on extension of Haralick texture features
    • 2-s2.0-54049152738 10.1016/j.compmedimag.2008.05.005
    • Tesař L., Shimizu A., Smutek D., Kobatake H., Nawano S., Medical image analysis of 3D CT images based on extension of Haralick texture features. Computerized Medical Imaging and Graphics 2008 32 6 513 520 2-s2.0-54049152738 10.1016/j.compmedimag.2008.05.005
    • (2008) Computerized Medical Imaging and Graphics , vol.32 , Issue.6 , pp. 513-520
    • Tesař, L.1    Shimizu, A.2    Smutek, D.3    Kobatake, H.4    Nawano, S.5
  • 30
    • 0004063090 scopus 로고    scopus 로고
    • 2nd Upper Saddle River, NJ, USA Prentice-Hall
    • Haykin S., Neural Networks 1999 2nd Upper Saddle River, NJ, USA Prentice-Hall
    • (1999) Neural Networks
    • Haykin, S.1
  • 31
    • 79952122021 scopus 로고    scopus 로고
    • Topology-based hierarchical clustering of self-organizing maps
    • 2-s2.0-79952122021 10.1109/TNN.2011.2107527
    • Taşdemir K., Milenov P., Tapsall B., Topology-based hierarchical clustering of self-organizing maps. IEEE Transactions on Neural Networks 2011 22 3 474 485 2-s2.0-79952122021 10.1109/TNN.2011.2107527
    • (2011) IEEE Transactions on Neural Networks , vol.22 , Issue.3 , pp. 474-485
    • Taşdemir, K.1    Milenov, P.2    Tapsall, B.3
  • 32
    • 67349242966 scopus 로고    scopus 로고
    • Exploiting data topology in visualization and clustering of self-organizing maps
    • Tasdemir K., Merenyi E., Exploiting data topology in visualization and clustering of self-organizing maps. IEEE Transactions on Neural Networks 2009 20 4 549 562
    • (2009) IEEE Transactions on Neural Networks , vol.20 , Issue.4 , pp. 549-562
    • Tasdemir, K.1    Merenyi, E.2
  • 33
    • 0015644825 scopus 로고
    • A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters
    • 2-s2.0-0015644825
    • Dunn J. C., A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters. Journal of Cibernetics 1973 3 3 32 57 2-s2.0-0015644825
    • (1973) Journal of Cibernetics , vol.3 , Issue.3 , pp. 32-57
    • Dunn, J.C.1
  • 35
    • 0035502877 scopus 로고    scopus 로고
    • Spatial models for fuzzy clustering
    • DOI 10.1006/cviu.2001.0951
    • Pham D. L., Spatial models for fuzzy clustering. Computer Vision and Image Understanding 2001 84 2 285 297 2-s2.0-0035502877 10.1006/cviu.2001.0951 (Pubitemid 34222299)
    • (2001) Computer Vision and Image Understanding , vol.84 , Issue.2 , pp. 285-297
    • Pham, D.L.1
  • 36
    • 0028069240 scopus 로고
    • Estimation of CSF, white and gray matter volumes in hydrocephalic children using fuzzy clustering of MR images
    • DOI 10.1016/0895-6111(94)90058-2
    • Brandt M. E., Bohan T. P., Kramer L. A., Fletcher J. M., Estimation of CSF, white and gray matter volumes in hydrocephalic children using fuzzy clustering of MR images. Computerized Medical Imaging and Graphics 1994 18 1 25 34 2-s2.0-0028069240 10.1016/0895-6111(94)90058-2 (Pubitemid 24060877)
    • (1994) Computerized Medical Imaging and Graphics , vol.18 , Issue.1 , pp. 25-34
    • Brandt, M.E.1    Bohan, T.P.2    Kramer, L.A.3    Fletcher, J.M.4
  • 37
    • 33748123943 scopus 로고    scopus 로고
    • Constrained Gaussian mixture model framework for automatic segmentation of MR brain images
    • DOI 10.1109/TMI.2006.880668, 1677729
    • Greenspan H., Ruf A., Goldberger J., Constrained Gaussian mixture model framework for automatic segmentation of MR brain images. IEEE Transactions on Medical Imaging 2006 25 9 1233 1245 2-s2.0-33748123943 10.1109/TMI.2006.880668 (Pubitemid 44304282)
    • (2006) IEEE Transactions on Medical Imaging , vol.25 , Issue.9 , pp. 1233-1245
    • Greenspan, H.1    Ruf, A.2    Goldberger, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.