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Volumn 1, Issue , 2011, Pages 247-251

Separation of brain tissues in MRI based on multi-dimensional FCM and spatial information

Author keywords

Fuzzy C mean; MRI; Segmentation

Indexed keywords

BRAIN MAGNETIC RESONANCE IMAGES; BRAIN MRI; BRAIN TISSUE; DATA SETS; FUZZY C MEAN; FUZZY C-MEANS; MANUAL SEGMENTATION; NONUNIFORMITY; OBJECTIVE FUNCTIONS; PIXEL INTENSITIES; SINGULAR VALUES; SPATIAL INFORMATIONS; STANDARD DEVIATION;

EID: 80053416328     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2011.6019589     Document Type: Conference Paper
Times cited : (4)

References (26)
  • 2
    • 51849151942 scopus 로고    scopus 로고
    • Master Of Science, Department Of Electrical Engineering And Computer Science, Massachusetts institute of technology, massachusetts
    • L. O'DONNELL, "SEMI-AUTOMATIC MEDICAL IMAGE SEGMENTATION," MASTER OF SCIENCE, DEPARTMENT OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, MASSACHUSETTS INSTITUTE OF TECHNOLOGY, MASSACHUSETTS, 2001.
    • (2001) Semi-Automatic Medical Image Segmentation
    • O'Donnell, L.1
  • 3
    • 2942517541 scopus 로고    scopus 로고
    • Method for bias field correction of brain T1-weighted magnetic images minimizing segmentation error
    • DOI 10.1002/hbm.20013
    • J. D. GISPERT, S. REIG, J. PASCAU, J. J. VAQUERO, P. GARCIA-BARRENO, AND M. DESCO, "METHOD FOR BIAS FIELD CORRECTION OF BRAIN T1-WEIGHTED MAGNETIC RESONANCE IMAGES MINIMIZING SEGMENTATION ERROR," HUMAN BRAIN MAPPING, VOL. 22, PP. 133- 44, JUN 2004. (Pubitemid 38738036)
    • (2004) Human Brain Mapping , vol.22 , Issue.2 , pp. 133-144
    • Gispert, J.D.1    Reig, S.2    Pascau, J.3    Vaquero, J.J.4    Garcia-Barreno, P.5    Desco, M.6
  • 4
    • 0036489378 scopus 로고    scopus 로고
    • A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data
    • DOI 10.1109/42.996338, PII S0278006202040880
    • M. N. AHMED, S. M. YAMANY, N. MOHAMED, A. A. FARAG, AND T. MORIARTY, "A MODIFIED FUZZY C-MEANS ALGORITHM FOR BIAS FIELD ESTIMATION AND SEGMENTATION OF MRI DATA," IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 21, PP. 193-9, MAR 2002. (Pubitemid 34630837)
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , Issue.3 , pp. 193-199
    • Ahmed, M.N.1    Yamany, S.M.2    Mohamed, N.3    Farag, A.A.4    Moriarty, T.5
  • 6
    • 33746015928 scopus 로고    scopus 로고
    • Current methods in the automatic tissue segmentation of 3D magnetic resonance brain images
    • DOI 10.2174/157340506775541604
    • A. LIEW AND H. YAN, "CURRENT METHODS IN THE AUTOMATIC TISSUE SEGMENTATION OF 3D MAGNETIC RESONANCE BRAIN IMAGES," CURRENT MEDICAL IMAGING REVIEWS, VOL. 2, PP. 91-103, 2006. (Pubitemid 44063168)
    • (2006) Current Medical Imaging Reviews , vol.2 , Issue.1 , pp. 91-103
    • Liew, A.W.-C.1    Yan, H.2
  • 9
    • 33847774807 scopus 로고    scopus 로고
    • A review of methods for correction of intensity inhomogeneity in MRI
    • DOI 10.1109/TMI.2006.891486
    • U. VOVK, F. PERNUS, AND B. LIKAR, "A REVIEW OF METHODS FOR CORRECTION OF INTENSITY INHOMOGENEITY IN MRI," IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 26, PP. 405-21, MAR 2007. (Pubitemid 46392348)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.3 , pp. 405-421
    • Vovk, U.1    Pernus, F.2    Likar, B.3
  • 10
    • 0037347070 scopus 로고    scopus 로고
    • Multicontext fuzzy clustering for separation of brain tissues in magnetic resonance images
    • DOI 10.1016/S1053-8119(03)00006-5
    • C. ZHU AND T. JIANG, "MULTICONTEXT FUZZY CLUSTERING FOR SEPARATION OF BRAIN TISSUES IN MAGNETIC RESONANCE IMAGES," NEUROIMAGE, VOL. 18, PP. 685-96, MAR 2003. (Pubitemid 36349419)
    • (2003) NeuroImage , vol.18 , Issue.3 , pp. 685-696
    • Zhu, C.1    Jiang, T.2
  • 11
    • 0033386296 scopus 로고    scopus 로고
    • A fuzzy logic approach to identifying brain structures in MRI using expert anatomic knowledge
    • DOI 10.1006/cbmr.1999.1516
    • G. R. HILLMAN, C.-W. CHANG, H. YING, J. YEN, L. KETONEN, AND T. A. KENT, "A FUZZY LOGIC APPROACH TO IDENTIFYING BRAIN STRUCTURES IN MRI USING EXPERT ANATOMIC KNOWLEDGE," COMPUTERS AND BIOMEDICAL RESEARCH, VOL. 32, PP. 503-516, 1999. (Pubitemid 30013663)
    • (1999) Computers and Biomedical Research , vol.32 , Issue.6 , pp. 503-516
    • Hillman, G.R.1    Chang, C.-W.2    Ying, H.3    Yen, J.4    Ketonen, L.5    Kent, T.A.6
  • 13
    • 25844489923 scopus 로고    scopus 로고
    • MRI fuzzy segmentation of brain tissue using neighborhood attraction with neural-network optimization
    • DOI 10.1109/TITB.2005.847500
    • S. SHEN, W. SANDHAM, M. GRANAT, AND A. STERR, "MRI FUZZY SEGMENTATION OF BRAIN TISSUE USING NEIGHBORHOOD ATTRACTION WITH NEURAL-NETWORK OPTIMIZATION," IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE: A PUBLICATION OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL. 9, PP. 459-67, SEP 2005. (Pubitemid 41388212)
    • (2005) IEEE Transactions on Information Technology in Biomedicine , vol.9 , Issue.3 , pp. 459-467
    • Shen, S.1    Sandham, W.2    Granat, M.3    Sterr, A.4
  • 14
    • 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
    • M. E. BRANDT, T. P. BOHAN, L. A. KRAMER, AND J. M. FLETCHER, "ESTIMATION OF CSF, WHITE AND GRAY MATTER VOLUMES IN HYDROCEPHALIC CHILDREN USING FUZZY CLUSTERING OF MR IMAGES," COMPUTERIZED MEDICAL IMAGING AND GRAPHICS: THE OFFICIAL JOURNAL OF THE COMPUTERIZED MEDICAL IMAGING SOCIETY, VOL. 18, PP. 25-34, JAN-FEB 1994. (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
  • 15
    • 0141857203 scopus 로고    scopus 로고
    • An adaptive spatial fuzzy clustering algorithm for 3-D MR image segmentation
    • SEP
    • A. W. LIEW AND H. YAN, "AN ADAPTIVE SPATIAL FUZZY CLUSTERING ALGORITHM FOR 3-D MR IMAGE SEGMENTATION," IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 22, PP. 1063-75, SEP 2003.
    • (2003) IEEE Transactions on Medical Imaging , vol.22 , pp. 1063-1075
    • Liew, A.W.1    Yan, H.2
  • 16
    • 24344477133 scopus 로고    scopus 로고
    • An intelligent modified fuzzy c-means based algorithm for bias estimation and segmentation of brain MRI
    • DOI 10.1016/j.patrec.2005.03.019, PII S0167865505000772
    • M. Y. SIYAL AND L. YU, "AN INTELLIGENT MODIFIED FUZZY C-MEANS BASED ALGORITHM FOR BIAS ESTIMATION AND SEGMENTATION OF BRAIN MRI," PATTERN RECOGNITION LETTERS, VOL. 26, PP. 2052- 62, 2005. (Pubitemid 41252211)
    • (2005) Pattern Recognition Letters , vol.26 , Issue.13 , pp. 2052-2062
    • Siyal, M.Y.1    Yu, L.2
  • 17
    • 80053397365 scopus 로고    scopus 로고
    • MR brain image segmentation using fuzzy clustering
    • Presented at, Seoul, South Korea
    • O.-K. YOON, D.-M. KWAK, D.-W. KIM, AND K.-H. PARK, "MR BRAIN IMAGE SEGMENTATION USING FUZZY CLUSTERING," PRESENTED AT THE FUZZY SYSTEMS, SEOUL , SOUTH KOREA 1999.
    • (1999) The Fuzzy Systems
    • Yoon, O.-K.1    Kwak, D.-M.2    Kim, D.-W.3    Park, K.-H.4
  • 18
    • 4444347719 scopus 로고    scopus 로고
    • A novel kernelized fuzzy c-means algorithm with application in medical image segmentation
    • SEP
    • D. Q. ZHANG AND S. C. CHEN, "A NOVEL KERNELIZED FUZZY C-MEANS ALGORITHM WITH APPLICATION IN MEDICAL IMAGE SEGMENTATION," ARTIFICIAL INTELLIGENCE IN MEDICINE, VOL. 32, PP. 37-50, SEP 2004.
    • (2004) Artificial Intelligence in Medicine , vol.32 , pp. 37-50
    • Zhang, D.Q.1    Chen, S.C.2
  • 19
    • 31544461548 scopus 로고    scopus 로고
    • Fuzzy c-means clustering with spatial information for image segmentation
    • DOI 10.1016/j.compmedimag.2005.10.001, PII S0895611105000923
    • K. S. CHUANG, H. L. TZENG, S. CHEN, J. WU, AND T. J. CHEN, "FUZZY CMEANS CLUSTERING WITH SPATIAL INFORMATION FOR IMAGE SEGMENTATION," COMPUTERIZED MEDICAL IMAGING AND GRAPHICS: THE OFFICIAL JOURNAL OF THE COMPUTERIZED MEDICAL IMAGING SOCIETY, VOL. 30, PP. 9-15, JAN 2006. (Pubitemid 43162367)
    • (2006) Computerized Medical Imaging and Graphics , vol.30 , Issue.1 , pp. 9-15
    • Chuang, K.-S.1    Tzeng, H.-L.2    Chen, S.3    Wu, J.4    Chen, T.-J.5
  • 20
    • 0032843554 scopus 로고    scopus 로고
    • An adaptive fuzzy C-means algorithm for image segmentation in the presence of intensity inhomogeneities
    • DOI 10.1016/S0167-8655(98)00121-4, PII S0167865598001214
    • D. L. PHAM AND J. L. PRINCE, "AN ADAPTIVE FUZZY C-MEANS ALGORITHM FOR IMAGE SEGMENTATION IN THE PRESENCE OF INTENSITY INHOMOGENEITIES," PATTERN RECOGNITION LETTERS, VOL. 20, PP. 57-68, 1999. (Pubitemid 29430718)
    • (1999) Pattern Recognition Letters , vol.20 , Issue.1 , pp. 57-68
    • Pham, D.L.1    Prince, J.L.2
  • 21
    • 0033181293 scopus 로고    scopus 로고
    • Adaptive fuzzy segmentation of magnetic resonance images
    • DOI 10.1109/42.802752
    • D.L. PHAM AND J. L. PRINCE, "ADAPTIVE FUZZY SEGMENTATION OF MAGNETIC RESONANCE IMAGES," IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 18, PP. 737-52, SEP 1999. (Pubitemid 30519193)
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , Issue.9 , pp. 737-752
    • Pham, D.L.1    Prince, J.L.2
  • 23
    • 80053426543 scopus 로고    scopus 로고
    • A new approach for speech enhancement based on eigenvalue spectral subtraction
    • J. GHASEMI AND M. R. K. MOLLAEI, "A NEW APPROACH FOR SPEECH ENHANCEMENT BASED ON EIGENVALUE SPECTRAL SUBTRACTION," SIGNAL PROCESSING: AN INTERNATIONAL JOURNAL VOL. 3, PP. 34-41, 2009.
    • (2009) Signal Processing: An International Journal , vol.3 , pp. 34-41
    • Ghasemi, J.1    Mollaei, M.R.K.2
  • 24
    • 78650387485 scopus 로고    scopus 로고
    • A new approach for speech enhancement based on singular value decomposition and wavelet transform
    • August
    • A. AFZALIAN, M. R. K. MOLLAEI, M. DOUSTI, AND J. GHASEMI, "A NEW APPROACH FOR SPEECH ENHANCEMENT BASED ON SINGULAR VALUE DECOMPOSITION AND WAVELET TRANSFORM," AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES, VOL. 4, PP. 3602-12, AUGUST, 2010.
    • (2010) Australian Journal of Basic and Applied Sciences , vol.4 , pp. 3602-3612
    • Afzalian, A.1    Mollaei, M.R.K.2    Dousti, M.3    Ghasemi, J.4
  • 25
    • 80053389825 scopus 로고    scopus 로고
    • AVAILABLE: HTTP://WWW.BIC.MNI.MCGILL.CA/BRAINWEB


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.