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Volumn 32, Issue 10, 2013, Pages 1840-1852

Simultaneous truth and performance level estimation through fusion of probabilistic segmentations

Author keywords

Label fusion; Performance evaluation; Probabilistic segmentation; Reference standard; Simultaneous truth and performance level estimation (STAPLE)

Indexed keywords

GAUSSIAN MIXTURE MODEL; INTENSITY INFORMATION; LABEL FUSIONS; PERFORMANCE EVALUATION; PERFORMANCE LEVEL; REFERENCE STANDARD; SEGMENTATION METHODS; SEGMENTATION PERFORMANCE;

EID: 84885097536     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2013.2266258     Document Type: Article
Times cited : (67)

References (38)
  • 1
    • 68249109861 scopus 로고    scopus 로고
    • Combination strategies in multi-atlas image segmentation: Application to brain MR data
    • Aug
    • X. Artaechevarria and A. Munoz-Barrutia, "Combination strategies in multi-atlas image segmentation: Application to brain MR data," IEEE Trans. Med. Imag., vol. 28, no. 8, pp. 1266-1277, Aug. 2009.
    • (2009) IEEE Trans. Med. Imag , vol.28 , Issue.8 , pp. 1266-1277
    • Artaechevarria, X.1    Munoz-Barrutia, A.2
  • 2
    • 77957561551 scopus 로고    scopus 로고
    • A generative model for image segmentation based on label fusion
    • Oct 2010
    • M. Sabuncu, B. Yeo, K. Van Leemput, B. Fischl, and P. Golland, "A generative model for image segmentation based on label fusion," IEEE Trans. Med. Imag., vol. 29, no. 10, pp. 1714-1729, Oct. 2010.
    • IEEE Trans. Med. Imag , vol.29 , Issue.10 , pp. 1714-1729
    • Sabuncu, M.1    Yeo, B.2    Van Leemput, K.3    Fischl, B.4    Golland, P.5
  • 5
    • 78650803425 scopus 로고    scopus 로고
    • Hippocampal volumetry for lateralization of temporal lobe epilepsy: Automated versus manual methods
    • A. Akhondi-Asl, K. Jafari-Khouzani, K. Elisevich, and H. Soltanian- Zadeh, "Hippocampal volumetry for lateralization of temporal lobe epilepsy: Automated versus manual methods," Neuroimage, vol. 54, pp. S218-S226, 2011.
    • (2011) Neuroimage , vol.54
    • Akhondi-Asl, A.1    Jafari-Khouzani, K.2    Elisevich, K.3    Soltanian-Zadeh, H.4
  • 6
    • 79953054556 scopus 로고    scopus 로고
    • Optimal weights for local multi-atlas fusion using supervised learning and dynamic information(SuperDyn): Validation on hippocampus segmentation
    • A. Khan, N. Cherbuin, W. Wen, K. Anstey, P. Sachdev, and M. Beg, "Optimal weights for local multi-atlas fusion using supervised learning and dynamic information(SuperDyn): Validation on hippocampus segmentation," NeuroImage, vol. 56, no. 1, pp. 126-139, 2011.
    • (2011) NeuroImage , vol.56 , Issue.1 , pp. 126-139
    • Khan, A.1    Cherbuin, N.2    Wen, W.3    Anstey, K.4    Sachdev, P.5    Beg, M.6
  • 7
    • 84864582953 scopus 로고    scopus 로고
    • Estimating a reference standard segmentation with spatially varying performance parameters: Local MAP STAPLE
    • Aug
    • O. Commowick, A. Akhondi-Asl, and S. K. Warfield, "Estimating a reference standard segmentation with spatially varying performance parameters: Local MAP STAPLE," IEEE Trans. Med. Imag., vol. 31, no. 8, pp. 1593-1606, Aug. 2012.
    • (2012) IEEE Trans. Med. Imag , vol.31 , Issue.8 , pp. 1593-1606
    • Commowick, O.1    Akhondi-Asl, A.2    Warfield, S.K.3
  • 8
    • 33748784605 scopus 로고    scopus 로고
    • Automatic anatomical brainMRI segmentation combining label propagation and decision fusion
    • R. Heckemann, J. Hajnal, P. Aljabar, D. Rueckert, and A. Hammers, "Automatic anatomical brainMRI segmentation combining label propagation and decision fusion," NeuroImage, vol. 33, no. 1, pp. 115-126, 2006.
    • (2006) NeuroImage , vol.33 , Issue.1 , pp. 115-126
    • Heckemann, R.1    Hajnal, J.2    Aljabar, P.3    Rueckert, D.4    Hammers, A.5
  • 9
    • 1942438249 scopus 로고    scopus 로고
    • Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation
    • Jul
    • S. K. Warfield, K. H. Zou, and W. M. Wells, "Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation," IEEE Trans. Med. Imag., vol. 23, no. 7, pp. 903-921, Jul. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.7 , pp. 903-921
    • Warfield, S.K.1    Zou, K.H.2    Wells, W.M.3
  • 10
    • 80053499342 scopus 로고    scopus 로고
    • Robust statistical label fusion through consensus level, labeler accuracy, and truth estimation (COLLATE)
    • Oct
    • A. Asman and B. Landman, "Robust statistical label fusion through consensus level, labeler accuracy, and truth estimation (COLLATE)," IEEE Trans. Med. Imag., vol. 30, no. 10, pp. 1779-1794, Oct. 2011.
    • (2011) IEEE Trans. Med. Imag , vol.30 , Issue.10 , pp. 1779-1794
    • Asman, A.1    Landman, B.2
  • 12
    • 80053472326 scopus 로고    scopus 로고
    • Incorporating priors on expert performance parameters for segmentation validation and label fusion: A maximum a posteriori staple
    • Medical Image Computing and Computer-Assisted Intervention (MICCAI'10). NewYork: Springer, Sep
    • O. Commowick and S. K. Warfield, "Incorporating priors on expert performance parameters for segmentation validation and label fusion: A maximum a posteriori staple," in Medical Image Computing and Computer-Assisted Intervention (MICCAI'10). NewYork:Springer, Sep. 2010, vol. 6363, LNCS, pp. 25-32.
    • (2010) LNCS , vol.6363 , pp. 25-32
    • Commowick, O.1    Warfield, S.K.2
  • 13
    • 66249112850 scopus 로고    scopus 로고
    • A continuous STAPLE for scalar, vector and tensor images: An application to DTI analysis
    • Jun
    • O. Commowick and S. K.Warfield, "A continuous STAPLE for scalar, vector and tensor images: An application to DTI analysis," IEEE Trans. Med. Imag., vol. 28, no. 6, pp. 838-846, Jun. 2009.
    • (2009) IEEE Trans. Med. Imag , vol.28 , Issue.6 , pp. 838-846
    • Commowick, O.1    Warfield, S.K.2
  • 14
    • 78649658695 scopus 로고    scopus 로고
    • Label fusion in atlas-based segmentation using a selective and iterative method for performance level estimation (SIMPLE)
    • Dec 2010
    • T. R. Langerak, U. A. van der Heide, A. N. Kotte,M. A. Viergever, M. van Vulpen, and J. P. Pluim, "Label fusion in atlas-based segmentation using a selective and iterative method for performance level estimation (SIMPLE)," IEEE Trans. Med. Imag., vol. 29, no. 12, pp. 2000-2008, Dec. 2010.
    • IEEE Trans. Med. Imag , vol.29 , Issue.12 , pp. 2000-2008
    • Langerak, T.R.1    Heide Der Van, U.A.2    Kotte, A.N.3    Viergever, M.A.4    Van Vulpen, M.5    Pluim, J.P.6
  • 15
    • 84861852759 scopus 로고    scopus 로고
    • Formulating spatially varying performance in the statistical fusion framework
    • Jun
    • A. Asman and B. Landman, "Formulating spatially varying performance in the statistical fusion framework," IEEE Trans. Med. Imag., vol. 31, no. 6, pp. 1326-1336, Jun. 2012.
    • (2012) IEEE Trans. Med. Imag , vol.31 , Issue.6 , pp. 1326-1336
    • Asman, A.1    Landman, B.2
  • 18
    • 84878630983 scopus 로고    scopus 로고
    • STEPS: Similarity and truth estimation for propagated segmentations and its application to hippocampal segmentation and brain parcelation
    • M. J. Cardoso, K. Leung, M. Modat, S. Keihaninejad, D. Cash, J. Barnes, N. C. Fox, and S. Ourselin, "STEPS: Similarity and truth estimation for propagated segmentations and its application to hippocampal segmentation and brain parcelation," Med. Image Anal., vol. 17, no. 6, pp. 671-684, 2013.
    • (2013) Med. Image Anal , vol.17 , Issue.6 , pp. 671-684
    • Cardoso, M.J.1    Leung, K.2    Modat, M.3    Keihaninejad, S.4    Cash, D.5    Barnes, J.6    Fox, N.C.7    Ourselin, S.8
  • 19
    • 84883291089 scopus 로고    scopus 로고
    • Non-local statistical label fusion for multi-atlas segmentation
    • A. Asman and B. Landman, "Non-local statistical label fusion for multi-atlas segmentation," Med. Image Anal., vol. 17, no. 2, pp. 194-208, 2013.
    • (2013) Med. Image Anal , vol.17 , Issue.2 , pp. 194-208
    • Asman, A.1    Landman, B.2
  • 21
    • 34250967150 scopus 로고
    • "über abbildung von mannigfaltigkeiten
    • L. Brouwer, "Über abbildung von mannigfaltigkeiten, "Mathematische Annalen, vol. 71, no. 1, pp. 97-115, 1911.
    • (1911) Mathematische Annalen , vol.71 , Issue.1 , pp. 97-115
    • Brouwer, L.1
  • 23
    • 0037209490 scopus 로고    scopus 로고
    • EM procedures using mean field-like approximations for Markov model-based image segmentation
    • G. Celeux, F. Forbes, and N. Peyrard, "EM procedures using mean field-like approximations for Markov model-based image segmentation," Pattern Recognit., vol. 36, no. 1, pp. 131-144, 2003.
    • (2003) Pattern Recognit , vol.36 , Issue.1 , pp. 131-144
    • Celeux, G.1    Forbes, F.2    Peyrard, N.3
  • 24
    • 33847705739 scopus 로고    scopus 로고
    • Shape-based averaging
    • Jan
    • T. Rohlfing and C. Maurer, "Shape-based averaging," IEEE Trans. Image Process., vol. 16, no. 1, pp. 153-161, Jan. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.1 , pp. 153-161
    • Rohlfing, T.1    Maurer, C.2
  • 26
    • 0033961408 scopus 로고    scopus 로고
    • Mathematical/computational challenges in creating deformable and probabilistic atlases of the human brain
    • P. Thompson, R. Woods, M. Mega, and A. Toga, "Mathematical/ computational challenges in creating deformable and probabilistic atlases of the human brain," Human Brain Mapp., vol. 9, no. 2, pp. 81-92, 2000.
    • (2000) Human Brain Mapp , vol.9 , Issue.2 , pp. 81-92
    • Thompson, P.1    Woods, R.2    Mega, M.3    Toga, A.4
  • 27
    • 0028109588 scopus 로고
    • Brain atlases - A new research tool
    • P. Roland and K. Zilles, "Brain atlases - A new research tool," Trends Neurosci., vol. 17, no. 11, pp. 458-467, 1994.
    • (1994) Trends Neurosci , vol.17 , Issue.11 , pp. 458-467
    • Roland, P.1    Zilles, K.2
  • 28
    • 64949125157 scopus 로고    scopus 로고
    • Nondiffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth
    • E. Zacharaki, C. Hogea, D. Shen, G. Biros, and C. Davatzikos, "Nondiffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth," Neuroimage, vol. 46, no. 3, pp. 762-774, 2009.
    • (2009) Neuroimage , vol.46 , Issue.3 , pp. 762-774
    • Zacharaki, E.1    Hogea, C.2    Shen, D.3    Biros, G.4    Davatzikos, C.5
  • 29
    • 48749106113 scopus 로고    scopus 로고
    • Inferring brain variability from diffeomorphic deformations of currents: An integrative approach
    • S. Durrleman, X. Pennec, A. Trouvé, P. Thompson, and N. Ayache, "Inferring brain variability from diffeomorphic deformations of currents: An integrative approach," Med. Image Anal., vol. 12, no. 5, p. 626, 2008.
    • (2008) Med. Image Anal , vol.12 , Issue.5 , pp. 626
    • Durrleman, S.1    Pennec, X.2    Trouvé, A.3    Thompson, P.4    Ayache, N.5
  • 30
    • 0029977504 scopus 로고    scopus 로고
    • Three-dimensional statistical analysis of sulcal variability in the human brain
    • P. Thompson, C. Schwartz, R. Lin, A. Khan, and A. Toga, "Three-dimensional statistical analysis of sulcal variability in the human brain," J. Neurosci., vol. 16, no. 13, pp. 4261-4274, 1996.
    • (1996) J. Neurosci , vol.16 , Issue.13 , pp. 4261-4274
    • Thompson, P.1    Schwartz, C.2    Lin, R.3    Khan, A.4    Toga, A.5
  • 31
    • 34548424538 scopus 로고    scopus 로고
    • Atlas stratification
    • D. Blezek and J. Miller, "Atlas stratification," Med. Image Anal., vol. 11, no. 5, pp. 443-457, 2007.
    • (2007) Med. Image Anal , vol.11 , Issue.5 , pp. 443-457
    • Blezek, D.1    Miller, J.2
  • 32
    • 64949185299 scopus 로고    scopus 로고
    • Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy
    • P. Aljabar, R. Heckemann, A. Hammers, J. Hajnal, and D. Rueckert, "Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy," Neuroimage, vol. 46, no. 3, pp. 726-738, 2009.
    • (2009) Neuroimage , vol.46 , Issue.3 , pp. 726-738
    • Aljabar, P.1    Heckemann, R.2    Hammers, A.3    Hajnal, J.4    Rueckert, D.5
  • 35
    • 0024600362 scopus 로고
    • Magnetic resonance technology in human brain science: Blueprint for a program based upon morphometry
    • V. S. Caviness, P. A. Filipek, and D. N. Kennedy, "Magnetic resonance technology in human brain science: Blueprint for a program based upon morphometry," Brain Develop., vol. 11, no. 1, pp. 1-13, 1989.
    • (1989) Brain Develop , vol.11 , Issue.1 , pp. 1-13
    • Caviness, V.S.1    Filipek, P.A.2    Kennedy, D.N.3
  • 36
    • 0024628537 scopus 로고
    • Anatomic segmentation and volumetric calculations in nuclear magnetic resonance imaging
    • Mar
    • D. N. Kennedy, P. A. Filipek, and V. S. Caviness, Jr., "Anatomic segmentation and volumetric calculations in nuclear magnetic resonance imaging," IEEE Trans. Med. Imag., vol. 8, no. 1, pp. 1-7, Mar. 1989.
    • (1989) IEEE Trans. Med. Imag , vol.8 , Issue.1 , pp. 1-7
    • Kennedy, D.N.1    Filipek, P.A.2    Caviness Jr., V.S.3
  • 37
    • 21144454097 scopus 로고    scopus 로고
    • Expectation maximization strategies for multi-atlas multi-label segmentation
    • T. Rohlfing, D. B. Russakoff, and C. R. Maurer, Jr., "Expectation maximization strategies for multi-atlas multi-label segmentation," Inf. Process. Med. Imag., vol. 2732, pp. 210-221, 2003.
    • (2003) Inf. Process. Med. Imag , vol.2732 , pp. 210-221
    • Rohlfing, T.1    Russakoff, D.B.2    Maurer Jr., C.R.3
  • 38
    • 71949095052 scopus 로고    scopus 로고
    • The optimal template effect in hippocampus studies of diseased populations
    • B. Avants, P. Yushkevich, J. Pluta, D. Minkoff, M. Korczykowski, J. Detre, and J. Gee, "The optimal template effect in hippocampus studies of diseased populations," NeuroImage, vol. 49, no. 3, pp. 2457-2466, 2010.
    • (2010) NeuroImage , vol.49 , Issue.3 , pp. 2457-2466
    • Avants, B.1    Yushkevich, P.2    Pluta, J.3    Minkoff, D.4    Korczykowski, M.5    Detre, J.6    Gee, J.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.