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Volumn 34, Issue 9, 2015, Pages 1976-1988

Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion

Author keywords

Information propagation; label fusion; parcelation; tissue segmentation

Indexed keywords

FLOW GRAPHS; INFORMATION DISSEMINATION;

EID: 84940912367     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/TMI.2015.2418298     Document Type: Article
Times cited : (282)

References (35)
  • 1
    • 0033201366 scopus 로고    scopus 로고
    • Automated model-based tissue classification of MR images of the brain
    • Oct.
    • K. Van Leemput, F. Maes, D. Vandermeulen, and P. Suetens, "Automated model-based tissue classification of MR images of the brain, " IEEE Trans. Med. Imag., vol. 18, no. 10, pp. 897-908, Oct. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.10 , pp. 897-908
    • Van Leemput, K.1    Maes, F.2    Vandermeulen, D.3    Suetens, P.4
  • 2
    • 20444501009 scopus 로고    scopus 로고
    • Unified segmentation
    • K. J. Friston, "Unified segmentation, " NeuroImage, vol. 26, no. 3, 2005.
    • (2005) NeuroImage , vol.26 , Issue.3
    • Friston, K.J.1
  • 3
    • 48749129352 scopus 로고    scopus 로고
    • Effects of registration regularization and atlas sharpness on segmentation accuracy
    • Oct.
    • B. T. T. Yeo, M. R. Sabuncu, R. S. R. Desikan, B. Fischl, and P. Golland, "Effects of registration regularization and atlas sharpness on segmentation accuracy, " Med. Image Anal., vol. 12, no. 5, pp. 603-615, Oct. 2008.
    • (2008) Med. Image Anal. , vol.12 , Issue.5 , pp. 603-615
    • Yeo, B.T.T.1    Sabuncu, M.R.2    Desikan, R.S.R.3    Fischl, B.4    Golland, P.5
  • 4
    • 0035209053 scopus 로고    scopus 로고
    • Voxel-based morphometry should not be used with imperfectly registered images
    • Dec.
    • F. L. Bookstein, "Voxel-based morphometry should not be used with imperfectly registered images, " NeuroImage, vol. 14, no. 6, pp. 1454-1462, Dec. 2001.
    • (2001) NeuroImage , vol.14 , Issue.6 , pp. 1454-1462
    • Bookstein, F.L.1
  • 5
    • 4344667151 scopus 로고    scopus 로고
    • Why voxel-based morphometric analysis should be used with great caution when characterizing group differences
    • Sep.
    • C. Davatzikos, "Why voxel-based morphometric analysis should be used with great caution when characterizing group differences, " NeuroImage, vol. 23, no. 1, pp. 17-20, Sep. 2004.
    • (2004) NeuroImage , vol.23 , Issue.1 , pp. 17-20
    • Davatzikos, C.1
  • 6
    • 71849086500 scopus 로고    scopus 로고
    • Imagedriven population analysis through mixture modeling
    • Sep.
    • M. R. Sabuncu, S. K. Balci, M. E. Shenton, and P. Golland, "Imagedriven population analysis through mixture modeling, " IEEE Trans. Med. Imag., vol. 28, no. 9, pp. 1473-1487, Sep. 2009.
    • (2009) IEEE Trans. Med. Imag. , vol.28 , Issue.9 , pp. 1473-1487
    • Sabuncu, M.R.1    Balci, S.K.2    Shenton, M.E.3    Golland, P.4
  • 7
    • 77955184681 scopus 로고    scopus 로고
    • SPARC: Unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images
    • A. Ribbens, J. Hermans, F. Maes, D. Vandermeulen, and P. Suetens, "SPARC: Unified framework for automatic segmentation, probabilistic atlas construction, registration and clustering of brain MR images, " in Proc. IEEE Int. Symp. Biomed. Imag., From Nano to Macro, 2010, pp. 856-859.
    • (2010) Proc. IEEE Int. Symp. Biomed. Imag., from Nano to Macro , pp. 856-859
    • Ribbens, A.1    Hermans, J.2    Maes, F.3    Vandermeulen, D.4    Suetens, P.5
  • 9
    • 4043153403 scopus 로고    scopus 로고
    • Performancebased classifier combination in atlas-based image segmentation using expectation-maximization parameter estimation
    • Aug.
    • T. Rohlfing, D. B. Russakoff, and C. R. Maurer, Jr., "Performancebased classifier combination in atlas-based image segmentation using expectation-maximization parameter estimation, " IEEE Trans. Med. Imag., vol. 23, no. 8, pp. 983-994, Aug. 2004.
    • (2004) IEEE Trans. Med. Imag. , vol.23 , Issue.8 , pp. 983-994
    • Rohlfing, T.1    Russakoff, D.B.2    Maurer, C.R.3
  • 10
    • 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, III, "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
  • 11
    • 33845884034 scopus 로고    scopus 로고
    • Statistical neuroanatomy of the human inferior frontal gyrus and probabilistic atlas in a standard stereotaxic space
    • Jan.
    • A. Hammers et al., "Statistical neuroanatomy of the human inferior frontal gyrus and probabilistic atlas in a standard stereotaxic space, " Human Brain Map., vol. 28, no. 1, pp. 34-48, Jan. 2007.
    • (2007) Human Brain Map. , vol.28 , Issue.1 , pp. 34-48
    • Hammers, A.1
  • 12
    • 77950536461 scopus 로고    scopus 로고
    • Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation
    • Alzheimer's Disease Neuroimag. Initiative May
    • R. A. Heckemann et al., Alzheimer's Disease Neuroimag. Initiative, "Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation, " NeuroImage, vol. 51, no. 1, pp. 221-227, May 2010.
    • (2010) NeuroImage , vol.51 , Issue.1 , pp. 221-227
    • Heckemann, R.A.1
  • 13
    • 79955470154 scopus 로고    scopus 로고
    • LoAd: A locally adaptive cortical segmentation algorithm
    • Jun.
    • M. J. Cardoso et al., "LoAd: A locally adaptive cortical segmentation algorithm, " NeuroImage, vol. 56, no. 3, pp. 1386-1397, Jun. 2011.
    • (2011) NeuroImage , vol.56 , Issue.3 , pp. 1386-1397
    • Cardoso, M.J.1
  • 14
    • 70849093525 scopus 로고    scopus 로고
    • Leap: Learning Embeddings for Atlas Propagation
    • Alzheimer's disease neuroimag initiative Jan.
    • R. Wolz, P. Aljabar, J. V. Hajnal, A. Hammers, and D. Rueckert, Alzheimer's Disease Neuroimag. Initiative, "LEAP: Learning embeddings for atlas propagation, " NeuroImage, vol. 49, no. 2, pp. 1316-1325, Jan. 2010.
    • (2010) NeuroImage , vol.49 , Issue.2 , pp. 1316-1325
    • Wolz, R.1    Aljabar, P.2    Hajnal, J.V.3    Hammers, A.4    Rueckert, D.5
  • 15
    • 80054898486 scopus 로고    scopus 로고
    • Nonparametric scene parsing via label transfer
    • Dec.
    • C. Liu, J. Yuen, and A. Torralba, "Nonparametric scene parsing via label transfer, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 12, pp. 2368-2382, Dec. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.12 , pp. 2368-2382
    • Liu, C.1    Yuen, J.2    Torralba, A.3
  • 16
    • 33947141860 scopus 로고    scopus 로고
    • Data fusion and multicue data matching by diffusion maps
    • Nov.
    • S. Lafon, Y. Keller, and R. R. Coifman, "Data fusion and multicue data matching by diffusion maps, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 11, pp. 1784-1797, Nov. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.11 , pp. 1784-1797
    • Lafon, S.1    Keller, Y.2    Coifman, R.R.3
  • 17
    • 77954581711 scopus 로고    scopus 로고
    • GRAM: A framework for geodesic registration on anatomical manifolds
    • Oct.
    • J. Hamm, D. H. Ye, R. Verma, and C. Davatzikos, "GRAM: A framework for geodesic registration on anatomical manifolds, " Med. Image Anal., vol. 14, no. 5, pp. 633-642, Oct. 2010.
    • (2010) Med. Image Anal. , vol.14 , Issue.5 , pp. 633-642
    • Hamm, J.1    Ye, D.H.2    Verma, R.3    Davatzikos, C.4
  • 19
    • 80054102992 scopus 로고    scopus 로고
    • Iterative multi-atlas-based multi-image segmentation with tree-based registration
    • Jan.
    • H. Jia, P.-T. Yap, and D. Shen, "Iterative multi-atlas-based multi-image segmentation with tree-based registration, " NeuroImage, vol. 59, no. 1, pp. 422-430, Jan. 2012.
    • (2012) NeuroImage , vol.59 , Issue.1 , pp. 422-430
    • Jia, H.1    Yap, P.-T.2    Shen, D.3
  • 24
    • 0041775676 scopus 로고    scopus 로고
    • Diffusion kernels on graphs and other discrete input spaces
    • Jan.
    • R. I. Kondor and J. Lafferty, "Diffusion kernels on graphs and other discrete input spaces, " in Proc. 19th Int. Conf. Mach. Learn., Jan. 2002, pp. 315-322.
    • (2002) Proc. 19th Int. Conf. Mach. Learn. , pp. 315-322
    • Kondor, R.I.1    Lafferty, J.2
  • 25
    • 19644394100 scopus 로고    scopus 로고
    • Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps
    • May 2005
    • R. R. Coifman et al., "Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps, " PNAS, vol. 102, no. 21, pp. 7426-7431, May 2005.
    • PNAS , vol.102 , Issue.21 , pp. 7426-7431
    • Coifman, R.R.1
  • 26
    • 77952741598 scopus 로고    scopus 로고
    • Fast free-form deformation using graphics processing units
    • Jun.
    • M. Modat et al., "Fast free-form deformation using graphics processing units, " Comput. Methods Programs Biomed., vol. 98, no. 3, pp. 278-284, Jun. 2010.
    • (2010) Comput. Methods Programs Biomed. , vol.98 , Issue.3 , pp. 278-284
    • Modat, M.1
  • 27
    • 33845335824 scopus 로고    scopus 로고
    • Image distance functions for manifold learning
    • Mar.
    • R. Souvenir and R. Pless, "Image distance functions for manifold learning, " Image Vis. Comput., vol. 25, no. 3, pp. 365-373, Mar. 2007.
    • (2007) Image Vis. Comput. , vol.25 , Issue.3 , pp. 365-373
    • Souvenir, R.1    Pless, R.2
  • 28
    • 84863485804 scopus 로고    scopus 로고
    • Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants
    • Sep.
    • I. S. Gousias et al., "Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants, " NeuroImage, vol. 62, no. 3, pp. 1499-1509, Sep. 2012.
    • (2012) NeuroImage , vol.62 , Issue.3 , pp. 1499-1509
    • Gousias, I.S.1
  • 29
    • 77957295163 scopus 로고    scopus 로고
    • Nearly automatic segmentation of hippocampal subfields in in vivo focal T2-weighted MRI
    • Dec.
    • P. A. Yushkevich et al., "Nearly automatic segmentation of hippocampal subfields in in vivo focal T2-weighted MRI, " NeuroImage, vol. 53, no. 4, pp. 1208-1224, Dec. 2010.
    • (2010) NeuroImage , vol.53 , Issue.4 , pp. 1208-1224
    • Yushkevich, P.A.1
  • 30
    • 84875664297 scopus 로고    scopus 로고
    • Magnetic resonance imaging of the newborn brain: Automatic segmentation of brain images into 50 anatomical regions
    • I. S. Gousias et al., "Magnetic resonance imaging of the newborn brain: Automatic segmentation of brain images into 50 anatomical regions, " PLoS ONE, vol. 8, no. 4, 2013.
    • (2013) PLoS ONE , vol.8 , Issue.4
    • Gousias, I.S.1
  • 31
    • 33750839508 scopus 로고    scopus 로고
    • Twenty new digital brain phantoms for creation of validation image data bases
    • Nov.
    • B. Aubert-Broche, M. Griffin, G. B. Pike, A. C. Evans, and D. L. Collins, "Twenty new digital brain phantoms for creation of validation image data bases, " IEEE Trans. Med. Imag., vol. 25, no. 11, pp. 1410-1416, Nov. 2006.
    • (2006) IEEE Trans. Med. Imag. , vol.25 , Issue.11 , pp. 1410-1416
    • Aubert-Broche, B.1    Griffin, M.2    Pike, G.B.3    Evans, A.C.4    Collins, D.L.5
  • 32
    • 34548409688 scopus 로고    scopus 로고
    • Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI data in young, middle aged, nondemented, demented older adults
    • Sep.
    • D. S. Marcus et al., "Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI data in young, middle aged, nondemented, demented older adults, " J. Cognitive Neurosci., vol. 19, no. 9, pp. 1498-1507, Sep. 2007.
    • (2007) J. Cognitive Neurosci. , vol.19 , Issue.9 , pp. 1498-1507
    • Marcus, D.S.1
  • 33
    • 84914112740 scopus 로고    scopus 로고
    • Attenuation correction synthesis for hybrid PET-MR scanners: Application to brain studies
    • Dec.
    • N. Burgos et al., "Attenuation correction synthesis for hybrid PET-MR scanners: Application to brain studies, " IEEE Trans. Med. Imag., vol. 33, no. 12, pp. 2332-2341, Dec. 2014.
    • (2014) IEEE Trans. Med. Imag. , vol.33 , Issue.12 , pp. 2332-2341
    • Burgos, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.