메뉴 건너뛰기




Volumn 160, Issue 10, 2009, Pages 1457-1473

3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models

Author keywords

Brain tumor; Deformable model; Segmentation; Spatial relations; Symmetry plane

Indexed keywords

BRAIN MODELS; DEFORMATION; FUZZY SYSTEMS; MAGNETIC RESONANCE IMAGING; ONCOLOGY; THREE DIMENSIONAL; VIDEO SIGNAL PROCESSING;

EID: 62949196900     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fss.2008.11.016     Document Type: Article
Times cited : (236)

References (37)
  • 1
    • 0034750258 scopus 로고    scopus 로고
    • Probabilistic approaches for atlasing normal and disease-specific brain variability
    • Toga A.W., Thompson P.M., Mega M.S., Narr K.L., and Blanton R.E. Probabilistic approaches for atlasing normal and disease-specific brain variability. Anatomy and Embryology 204 4 (2001) 267-282
    • (2001) Anatomy and Embryology , vol.204 , Issue.4 , pp. 267-282
    • Toga, A.W.1    Thompson, P.M.2    Mega, M.S.3    Narr, K.L.4    Blanton, R.E.5
  • 4
    • 33751574210 scopus 로고    scopus 로고
    • N. Moon, E. Bullitt, K.V. Leemput, G. Gerig, Model-based brain and tumor segmentation, in: ICPR, Quebec, August 2002, pp. 528-531.
    • N. Moon, E. Bullitt, K.V. Leemput, G. Gerig, Model-based brain and tumor segmentation, in: ICPR, Quebec, August 2002, pp. 528-531.
  • 5
    • 4444333897 scopus 로고    scopus 로고
    • A brain tumor segmentation framework based on outlier detection
    • Prastawa M., Bullitt E., Ho S., and Gerig G. A brain tumor segmentation framework based on outlier detection. Medical Image Analysis 18 3 (2004) 217-231
    • (2004) Medical Image Analysis , vol.18 , Issue.3 , pp. 217-231
    • Prastawa, M.1    Bullitt, E.2    Ho, S.3    Gerig, G.4
  • 6
    • 33750262367 scopus 로고    scopus 로고
    • Multilevel segmentation and integrated Bayesian model classification with an application to brain tumor segmentation
    • MICCAI2006, Copenhagen, Denmark, Springer, Berlin, October
    • J.J. Corso, E. Sharon, A. Yuille, Multilevel segmentation and integrated Bayesian model classification with an application to brain tumor segmentation, in: MICCAI2006, Copenhagen, Denmark, Lecture Notes in Computer Science, Vol. 4191, Springer, Berlin, October 2006, pp. 790-798.
    • (2006) Lecture Notes in Computer Science , vol.4191 , pp. 790-798
    • Corso, J.J.1    Sharon, E.2    Yuille, A.3
  • 8
    • 0032153006 scopus 로고    scopus 로고
    • Image matching as a diffusion process: an analogy with Maxwells demons
    • Thirion J.-P. Image matching as a diffusion process: an analogy with Maxwells demons. Medical Image Analysis 2 3 (1998) 243-260
    • (1998) Medical Image Analysis , vol.2 , Issue.3 , pp. 243-260
    • Thirion, J.-P.1
  • 9
    • 0036127479 scopus 로고    scopus 로고
    • Estimation of tumor volume with fuzzy-connectedness segmentation of MR images
    • Moonis G., Liu J., Udupa J.K., and Hackney D.B. Estimation of tumor volume with fuzzy-connectedness segmentation of MR images. American Journal of Neuroradiology 23 (2002) 352-363
    • (2002) American Journal of Neuroradiology , vol.23 , pp. 352-363
    • Moonis, G.1    Liu, J.2    Udupa, J.K.3    Hackney, D.B.4
  • 10
    • 3142676666 scopus 로고    scopus 로고
    • Evidential segmentation scheme of multi-echo MR images for the detection of brain tumors using neighborhood information
    • Capelle A.S., Colot O., and Fernandez-Maloigne C. Evidential segmentation scheme of multi-echo MR images for the detection of brain tumors using neighborhood information. Information Fusion 5 (2004) 203-216
    • (2004) Information Fusion , vol.5 , pp. 203-216
    • Capelle, A.S.1    Colot, O.2    Fernandez-Maloigne, C.3
  • 11
    • 33845339640 scopus 로고    scopus 로고
    • A framework of fuzzy information fusion for segmentation of brain tumor tissues on MR images
    • Dou W., Ruan S., Chen Y., Bloyet D., and Constans J.M. A framework of fuzzy information fusion for segmentation of brain tumor tissues on MR images. Image and Vision Computing 25 (2007) 164-171
    • (2007) Image and Vision Computing , vol.25 , pp. 164-171
    • Dou, W.1    Ruan, S.2    Chen, Y.3    Bloyet, D.4    Constans, J.M.5
  • 14
    • 33644952194 scopus 로고    scopus 로고
    • Interactive, GPU-based level sets for 3D brain tumor segmentation
    • Technical Report, University of Utah, April
    • A. Lefohn, J. Cates, R. Whitaker, Interactive, GPU-based level sets for 3D brain tumor segmentation, Technical Report, University of Utah, April 2003.
    • (2003)
    • Lefohn, A.1    Cates, J.2    Whitaker, R.3
  • 15
    • 0031060807 scopus 로고    scopus 로고
    • Computerized tumor boundary detection using a Hopfield neural network
    • Zhu Y., and Yang H. Computerized tumor boundary detection using a Hopfield neural network. IEEE Transactions on Medical Imaging 16 1 (1997) 55-67
    • (1997) IEEE Transactions on Medical Imaging , vol.16 , Issue.1 , pp. 55-67
    • Zhu, Y.1    Yang, H.2
  • 16
    • 33751563521 scopus 로고    scopus 로고
    • S. Ho, E. Bullitt, G. Gerig, Level set evolution with region competition: automatic 3D segmentation of brain tumors, in: ICPR, Quebec, August 2002, pp. 532-535.
    • S. Ho, E. Bullitt, G. Gerig, Level set evolution with region competition: automatic 3D segmentation of brain tumors, in: ICPR, Quebec, August 2002, pp. 532-535.
  • 18
    • 0042842444 scopus 로고    scopus 로고
    • Evaluation of the symmetry plane in 3D MR brain images
    • Tuzikov A., Colliot O., and Bloch I. Evaluation of the symmetry plane in 3D MR brain images. Pattern Recognition Letters 24 14 (2003) 2219-2233
    • (2003) Pattern Recognition Letters , vol.24 , Issue.14 , pp. 2219-2233
    • Tuzikov, A.1    Colliot, O.2    Bloch, I.3
  • 19
    • 0004865533 scopus 로고    scopus 로고
    • Automatic extraction of the central symmetry (mid-sagittal) plane from neuroradiology images
    • Technical Report, Carnegie Mellon University, Pittsburgh, PA, The Robotics Institute
    • Y. Liu, R.T. Collins, W.E. Rothfus, Automatic extraction of the central symmetry (mid-sagittal) plane from neuroradiology images, Technical Report, Carnegie Mellon University, Pittsburgh, PA, The Robotics Institute, 1996.
    • (1996)
    • Liu, Y.1    Collins, R.T.2    Rothfus, W.E.3
  • 20
    • 84947714422 scopus 로고    scopus 로고
    • J.-F. Mangin, O. Coulon, V. Frouin, Robust brain segmentation using histogram scale-space analysis and mathematical morphology, in: MICCAI, Cambridge, USA, October 1998, pp. 1230-1241.
    • J.-F. Mangin, O. Coulon, V. Frouin, Robust brain segmentation using histogram scale-space analysis and mathematical morphology, in: MICCAI, Cambridge, USA, October 1998, pp. 1230-1241.
  • 22
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • Smith S.M. Fast robust automated brain extraction. Human Brain Mapping 17 3 (2002) 143-155
    • (2002) Human Brain Mapping , vol.17 , Issue.3 , pp. 143-155
    • Smith, S.M.1
  • 23
    • 17644388079 scopus 로고    scopus 로고
    • Brain VISA: software platform for visualization and analysis of multi-modality brain data
    • Cointepas Y., Mangin J.-F., Garnero L., Poline J.-B., and Benali H. Brain VISA: software platform for visualization and analysis of multi-modality brain data. Neuroimage 13 6 (2001) S98
    • (2001) Neuroimage , vol.13 , Issue.6
    • Cointepas, Y.1    Mangin, J.-F.2    Garnero, L.3    Poline, J.-B.4    Benali, H.5
  • 25
    • 0036624329 scopus 로고    scopus 로고
    • BrainSuite: an automated cortical surface identification tool
    • Shattuck D.W., and Leahy R.M. BrainSuite: an automated cortical surface identification tool. Medical Image Analysis 6 2 (2002) 129-142
    • (2002) Medical Image Analysis , vol.6 , Issue.2 , pp. 129-142
    • Shattuck, D.W.1    Leahy, R.M.2
  • 26
    • 33745149669 scopus 로고    scopus 로고
    • 3D brain tumor segmentation using fuzzy classification and deformable models
    • WILF, Crema, Italy, Springer, Berlin, September
    • H. Khotanlou, J. Atif, O. Colliot, I. Bloch, 3D brain tumor segmentation using fuzzy classification and deformable models, in: WILF, Crema, Italy, Lecture Notes in Computer Science, Vol. 3849, Springer, Berlin, September 2005, pp. 312-318.
    • (2005) Lecture Notes in Computer Science , vol.3849 , pp. 312-318
    • Khotanlou, H.1    Atif, J.2    Colliot, O.3    Bloch, I.4
  • 29
    • 62949222097 scopus 로고    scopus 로고
    • IBSR, Center for Morphometric Analysis at Massachusetts General Hospital
    • IBSR, Internet brain segmentation repository, Center for Morphometric Analysis at Massachusetts General Hospital, 〈www.cma.mgh.harvard.edu/ibsr/〉.
    • Internet brain segmentation repository
  • 30
    • 33747634001 scopus 로고    scopus 로고
    • Integration of fuzzy spatial relations in deformable models-application to brain MRI segmentation
    • Colliot O., Camara O., and Bloch I. Integration of fuzzy spatial relations in deformable models-application to brain MRI segmentation. Pattern Recognition 39 (2006) 1401-1414
    • (2006) Pattern Recognition , vol.39 , pp. 1401-1414
    • Colliot, O.1    Camara, O.2    Bloch, I.3
  • 32
    • 0032598783 scopus 로고    scopus 로고
    • General object reconstruction based on simplex meshes
    • Delingette H. General object reconstruction based on simplex meshes. International Journal of Computer Vision 32 2 (1999) 111-146
    • (1999) International Journal of Computer Vision , vol.32 , Issue.2 , pp. 111-146
    • Delingette, H.1
  • 34
    • 0001175680 scopus 로고    scopus 로고
    • Medical image segmentation using deformable models
    • Fitzpatrick J., and Sonka M. (Eds), SPIE Press
    • Xu C., Pham D., and Prince J. Medical image segmentation using deformable models. In: Fitzpatrick J., and Sonka M. (Eds). Handbook of Medical Imaging Vol. 2 (2000), SPIE Press 129-174
    • (2000) Handbook of Medical Imaging , vol.2 , pp. 129-174
    • Xu, C.1    Pham, D.2    Prince, J.3
  • 36
    • 36348999745 scopus 로고    scopus 로고
    • Adaptive segmentation of internal brain structures in pathological MR images depending on tumor types
    • Washington, DC, USA, April
    • H. Khotanlou, J. Atif, E. Angelini, H. Duffau, I. Bloch, Adaptive segmentation of internal brain structures in pathological MR images depending on tumor types, in: ISBI 2007 Washington, DC, USA, April 2007, pp. 588-591.
    • (2007) ISBI , pp. 588-591
    • Khotanlou, H.1    Atif, J.2    Angelini, E.3    Duffau, H.4    Bloch, I.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.