메뉴 건너뛰기




Volumn 30, Issue 2, 2011, Pages 375-390

Deformable registration of glioma images using em algorithm and diffusion reaction modeling

Author keywords

Brain tumor; deformable registration; expectation maximization (EM) algorithm; reaction diffusion equation; statistical atlas; tumor growth modeling

Indexed keywords

BRAIN TUMORS; DEFORMABLE REGISTRATION; EXPECTATION-MAXIMIZATION (EM) ALGORITHM; REACTION-DIFFUSION EQUATION; STATISTICAL ATLAS; TUMOR GROWTH MODELING;

EID: 79551591281     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2010.2078833     Document Type: Article
Times cited : (89)

References (50)
  • 2
    • 2642540835 scopus 로고    scopus 로고
    • Preferential brain locations of low grade gliomas
    • H. Duffao and L. Capalle, "Preferential brain locations of low grade gliomas," Cancer, vol. 15, pp. 2622-2626, 2004.
    • (2004) Cancer , vol.15 , pp. 2622-2626
    • Duffao, H.1    Capalle, L.2
  • 3
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry: The methods
    • J. Ashburner and K. J. Friston, "Voxel-based morphometry: The methods," NeuroImage, vol. 11, pp. 805-821, 2000.
    • (2000) NeuroImage , vol.11 , pp. 805-821
    • Ashburner, J.1    Friston, K.J.2
  • 4
    • 0035384866 scopus 로고    scopus 로고
    • Consistent image registration
    • Jul.
    • G. E. Christensen and H. J. Johnson, "Consistent image registration," IEEE Trans. Med. Imag., vol. 20, no. 7, pp. 568-582, Jul. 2001.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.7 , pp. 568-582
    • Christensen, G.E.1    Johnson, H.J.2
  • 5
    • 0042904903 scopus 로고    scopus 로고
    • A new point matching algorithm for non-rigid registration
    • H. L. Chui and A. Rangarajan, "A new point matching algorithm for non-rigid registration," Comput. Vis. Image Understand., vol. 89, pp. 114-141, 2003.
    • (2003) Comput. Vis. Image Understand. , vol.89 , pp. 114-141
    • Chui, H.L.1    Rangarajan, A.2
  • 6
    • 0031128523 scopus 로고    scopus 로고
    • Spatial transformation and registration of brain images using elastically deformable models
    • C. Davatzikos, "Spatial transformation and registration of brain images using elastically deformable models," Comput. Vis. Image Understand., vol. 66, pp. 207-222, 1997.
    • (1997) Comput. Vis. Image Understand. , vol.66 , pp. 207-222
    • Davatzikos, C.1
  • 8
    • 0032762820 scopus 로고    scopus 로고
    • On matching brain volumes
    • J. C. Gee, "On matching brain volumes," Pattern Recognit., vol. 32, pp. 99-111, 1999.
    • (1999) Pattern Recognit. , vol.32 , pp. 99-111
    • Gee, J.C.1
  • 9
    • 0036557904 scopus 로고    scopus 로고
    • Consistent landmark and intensity-based image registration
    • May
    • H. J. Johnson and G. E. Christensen, "Consistent landmark and intensity-based image registration," IEEE Trans. Med. Imag., vol. 21, no. 5, pp. 450-461, May 2002.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , Issue.5 , pp. 450-461
    • Johnson, H.J.1    Christensen, G.E.2
  • 10
    • 0033201361 scopus 로고    scopus 로고
    • Segmentation, registration and measurement of shape variation via image object shape
    • Oct.
    • S. Pizer, D. S. Fritsch, P. A. Yushkevich, V. E. Johnson, and E. L. Chaney, "Segmentation, registration and measurement of shape variation via image object shape," IEEE Trans. Med. Imag., vol. 18, no. 10, pp. 851-865, Oct. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.10 , pp. 851-865
    • Pizer, S.1    Fritsch, D.S.2    Yushkevich, P.A.3    Johnson, V.E.4    Chaney, E.L.5
  • 12
    • 0036880516 scopus 로고    scopus 로고
    • HAMMER: Hierarchical attribute matching mechanism for elastic registration
    • Nov.
    • D. Shen and C. Davatzikos, "HAMMER: Hierarchical attribute matching mechanism for elastic registration," IEEE Trans. Med. Imag., vol. 21, no. 11, pp. 1421-1439, Nov. 2002.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , Issue.11 , pp. 1421-1439
    • Shen, D.1    Davatzikos, C.2
  • 13
    • 1842535172 scopus 로고    scopus 로고
    • Deformation tensor morphometry of sematic dementia with quantitive validation
    • C. Studholme, V. Cardenas, K. Blumenfeld, N. Schuff, H. J. Rosen, and B. M. Weiner, "Deformation tensor morphometry of sematic dementia with quantitive validation," NeuroImage, vol. 21, pp. 1387-1398, 2004.
    • (2004) NeuroImage , vol.21 , pp. 1387-1398
    • Studholme, C.1    Cardenas, V.2    Blumenfeld, K.3    Schuff, N.4    Rosen, H.J.5    Weiner, B.M.6
  • 14
    • 0030215025 scopus 로고    scopus 로고
    • A surface-based technique for warping three-dimensional images of the brain
    • Aug.
    • P. Thompson and A. W. Toga, "A surface-based technique for warping three-dimensional images of the brain," IEEE Trans. Med. Imag., vol. 15, no. 4, pp. 402-417, Aug. 1996.
    • (1996) IEEE Trans. Med. Imag. , vol.15 , Issue.4 , pp. 402-417
    • Thompson, P.1    Toga, A.W.2
  • 15
    • 0037347363 scopus 로고    scopus 로고
    • Image registration via level-set motion: Applications to atlas-based segmentation
    • B. C. Vemuri, J. Ye, Y. Chen, and C. M. Leonard, "Image registration via level-set motion: Applications to atlas-based segmentation," Med. Image Anal., vol. 7, pp. 1-20, 2003.
    • (2003) Med. Image Anal. , vol.7 , pp. 1-20
    • Vemuri, B.C.1    Ye, J.2    Chen, Y.3    Leonard, C.M.4
  • 16
    • 0043028206 scopus 로고    scopus 로고
    • Mutual-information based registration of medical images: A survey
    • Aug.
    • J. P. Pluim, J. B. Maintz, and M. A. Viergever, "Mutual-information based registration of medical images: A survey," IEEE Trans. Med. Imag., vol. 22, no. 8, pp. 986-1004, Aug. 2003.
    • (2003) IEEE Trans. Med. Imag. , vol.22 , Issue.8 , pp. 986-1004
    • Pluim, J.P.1    Maintz, J.B.2    Viergever, M.A.3
  • 18
    • 43449092116 scopus 로고    scopus 로고
    • ORBIT: A multiresolution framework for deformable registration of brain tumor images
    • Aug.
    • E. I. Zacharaki, D. Shen, S. K. Lee, and C. Davatzikos, "ORBIT: A multiresolution framework for deformable registration of brain tumor images," IEEE Trans. Med. Imag., vol. 27, no. 8, pp. 1003-1018, Aug. 2008.
    • (2008) IEEE Trans. Med. Imag. , vol.27 , Issue.8 , pp. 1003-1018
    • Zacharaki, E.I.1    Shen, D.2    Lee, S.K.3    Davatzikos, C.4
  • 19
    • 64949125157 scopus 로고    scopus 로고
    • Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth
    • E. I. Zacharaki, C. S. Hogea, D. Shen, G. Biros, and C. Davatzikos, "Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth," Neuroimage, vol. 46, pp. 762-774, 2009.
    • (2009) Neuroimage , vol.46 , pp. 762-774
    • Zacharaki, E.I.1    Hogea, C.S.2    Shen, D.3    Biros, G.4    Davatzikos, C.5
  • 20
    • 41149124535 scopus 로고    scopus 로고
    • An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects
    • C. Hogea, C. Davatzikos, and G. Biros, "An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects," J. Math. Biol, vol. 56, pp. 793-825, 2008.
    • (2008) J. Math. Biol , vol.56 , pp. 793-825
    • Hogea, C.1    Davatzikos, C.2    Biros, G.3
  • 21
    • 26844482962 scopus 로고    scopus 로고
    • Realistic simulation of the 3-d growth of brain tumors in MR images coupling diffusion with mass effect
    • Oct.
    • O. Clatz, M. Sermesant, P. Y. Bondiau, H. Delingette, S. K. Warfield, G. Malandain, and N. Ayache, "Realistic simulation of the 3-d growth of brain tumors in MR images coupling diffusion with mass effect," IEEE Trans. Med. Imag., vol. 24, no. 10, pp. 1334-1346, Oct. 2005.
    • (2005) IEEE Trans. Med. Imag. , vol.24 , Issue.10 , pp. 1334-1346
    • Clatz, O.1    Sermesant, M.2    Bondiau, P.Y.3    Delingette, H.4    Warfield, S.K.5    Malandain, G.6    Ayache, N.7
  • 22
    • 48549093075 scopus 로고    scopus 로고
    • A framework for soft tissue simulations with applications to modeling brain tumor mass-effect in 3-d images
    • C. S. Hogea, F. Abraham, G. Biros, and C. Davatzikos, "A framework for soft tissue simulations with applications to modeling brain tumor mass-effect in 3-d images," in Proc. 3rd Canadian Conf. Comput. Rob. Vis. (CRV), 2006, pp. 24-33.
    • (2006) Proc. 3rd Canadian Conf. Comput. Rob. Vis. (CRV) , pp. 24-33
    • Hogea, C.S.1    Abraham, F.2    Biros, G.3    Davatzikos, C.4
  • 23
    • 0034906177 scopus 로고    scopus 로고
    • Spatial normalization of brain images with focal lesions using cost function masking
    • M. Brett, A. P. Leff, C. Rorden, and J. Ashburner, "Spatial normalization of brain images with focal lesions using cost function masking," Neuroimage, vol. 14, pp. 486-500, 2001.
    • (2001) Neuroimage , vol.14 , pp. 486-500
    • Brett, M.1    Leff, A.P.2    Rorden, C.3    Ashburner, J.4
  • 24
    • 20344406022 scopus 로고    scopus 로고
    • Non-rigid atlas to subject registration with pathologies for conformal brain radiotherapy
    • R. Stefanescu, O. Commowick, G. Malandain, P. Y. Bondiau, N. Ayache, and X. Pennec, "Non-rigid atlas to subject registration with pathologies for conformal brain radiotherapy," in In Proc.MICCAI, 2004, pp. 704-711.
    • (2004) Proc. MICCAI , pp. 704-711
    • Stefanescu, R.1    Commowick, O.2    Malandain, G.3    Bondiau, P.Y.4    Ayache, N.5    Pennec, X.6
  • 25
    • 23644462428 scopus 로고    scopus 로고
    • Toward atlas-assisted automatic interpretation of MRI morphological brain scans in the presence of tumor
    • W. L. Nowinski and D. Belov, "Toward atlas-assisted automatic interpretation of MRI morphological brain scans in the presence of tumor," Acad. Radiol., vol. 12, pp. 1049-1057, 2005.
    • (2005) Acad. Radiol. , vol.12 , pp. 1049-1057
    • Nowinski, W.L.1    Belov, D.2
  • 26
    • 0033153746 scopus 로고    scopus 로고
    • Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model
    • Jul.
    • S. K. Kyriacou, C. Davatzikos, S. J. Zinreich, and R. N. Bryan, "Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model," IEEE Trans. Med. Imag., vol. 18, no. 7, pp. 580-592, Jul. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.7 , pp. 580-592
    • Kyriacou, S.K.1    Davatzikos, C.2    Zinreich, S.J.3    Bryan, R.N.4
  • 27
    • 0346882747 scopus 로고    scopus 로고
    • A deformable digital brain atlas system according to talairach and tournoux
    • K. A. Ganser, H. Dickhausa, R. Metznerb, and C. R. Wirtzb, "A deformable digital brain atlas system according to talairach and tournoux," Med. Image Anal., vol. 8, pp. 3-22, 2004.
    • (2004) Med. Image Anal. , vol.8 , pp. 3-22
    • Ganser, K.A.1    Dickhausa, H.2    Metznerb, R.3    Wirtzb, C.R.4
  • 28
    • 6344221605 scopus 로고    scopus 로고
    • Atlas-based segmentation of pathological MR brain images using a model of lesion growth
    • Oct.
    • M. B. Cuadra, C. Pollo, A. Bardera, O. Cuisenaire, J. G. Villemure, and J. P. Thiran, "Atlas-based segmentation of pathological MR brain images using a model of lesion growth," IEEE Trans. Med. Imag., vol. 23, no. 10, pp. 1301-1314, Oct. 2004.
    • (2004) IEEE Trans. Med. Imag. , vol.23 , Issue.10 , pp. 1301-1314
    • Cuadra, M.B.1    Pollo, C.2    Bardera, A.3    Cuisenaire, O.4    Villemure, J.G.5    Thiran, J.P.6
  • 29
    • 84957073389 scopus 로고    scopus 로고
    • Brain atlas deformation in the presence of large space-occupying tumours
    • B. M. Dawant, S. L. Hartmann, and S. Gadamsetty, "Brain atlas deformation in the presence of large space-occupying tumours," in Proc. MICCAI, 1999, vol. 1679, pp. 589-596.
    • (1999) Proc. MICCAI , vol.1679 , pp. 589-596
    • Dawant, B.M.1    Hartmann, S.L.2    Gadamsetty, S.3
  • 30
    • 33845968863 scopus 로고    scopus 로고
    • Dense deformation field estimation for atlas-based segmentation of pathological MR brain images
    • M. B. Cuadra, M. Craene, V. Duay, B. Macq, C. Pollo, and J. P. Thiran, "Dense deformation field estimation for atlas-based segmentation of pathological MR brain images," Comput. Methods Programs Biomed., vol. 84, pp. 66-75, 2006.
    • (2006) Comput. Methods Programs Biomed. , vol.84 , pp. 66-75
    • Cuadra, M.B.1    Craene, M.2    Duay, V.3    MacQ, B.4    Pollo, C.5    Thiran, J.P.6
  • 31
    • 33748632924 scopus 로고    scopus 로고
    • De-formable registration of brain tumor images via a statistical model of tumor-induced deformation
    • A. Mohamed, E. I. Zacharaki, D. Shen, and C. Davatzikos, "De-formable registration of brain tumor images via a statistical model of tumor-induced deformation," Med. Image Anal., vol. 10, pp. 752-763, 2006.
    • (2006) Med. Image Anal. , vol.10 , pp. 752-763
    • Mohamed, A.1    Zacharaki, E.I.2    Shen, D.3    Davatzikos, C.4
  • 32
    • 33744793241 scopus 로고    scopus 로고
    • Finite element modeling of brain tumor mass-effect from 3-d medical images
    • A. Mohamed and C. Davatzikos, "Finite element modeling of brain tumor mass-effect from 3-d medical images," in Proc. MICCAI, 2005, pp. 400-408.
    • (2005) Proc. MICCAI , pp. 400-408
    • Mohamed, A.1    Davatzikos, C.2
  • 33
    • 46649086739 scopus 로고    scopus 로고
    • Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images
    • R. Verma, E. I. Zacharaki, Y. Ou, H. Cai, S. Chawla, S. K. Lee, E. R. Melhem, and R. W. Davatzikos, "Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images," Acad. Radiol., vol. 15, pp. 566-977, 2008.
    • (2008) Acad. Radiol. , vol.15 , pp. 566-977
    • Verma, R.1    Zacharaki, E.I.2    Ou, Y.3    Cai, H.4    Chawla, S.5    Lee, S.K.6    Melhem, E.R.7    Davatzikos, R.W.8
  • 34
    • 34547784051 scopus 로고    scopus 로고
    • Mechanisms of tumor-related brain edema
    • W. Stummer, "Mechanisms of tumor-related brain edema," Neurosur-gical FOCUS, pp. 1-7, 2007.
    • (2007) Neurosur-gical FOCUS , pp. 1-7
    • Stummer, W.1
  • 35
    • 55149090251 scopus 로고    scopus 로고
    • Brain tumor interaction biophysical models for medical image registration
    • C. Hogea, C. Davatzikos, and G. Biros, "Brain tumor interaction biophysical models for medical image registration," SIAM. J. Sci. Comput, vol. 30, pp. 3050-3072, 2008.
    • (2008) SIAM. J. Sci. Comput , vol.30 , pp. 3050-3072
    • Hogea, C.1    Davatzikos, C.2    Biros, G.3
  • 36
    • 0033752019 scopus 로고    scopus 로고
    • A quantitative model for differential motality of gliomas in grey and white matter
    • K. R. Swanson, E. Jr, and D. Murray, "A quantitative model for differential motality of gliomas in grey and white matter," Cell Prolif., vol. 33, pp. 317-329, 2000.
    • (2000) Cell Prolif. , vol.33 , pp. 317-329
    • Swanson, K.R.1    Jr., E.2    Murray, D.3
  • 37
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm
    • Jan.
    • Y. Zhang, M. Brady, and S. Smith, "Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm," IEEE Trans. Med. Imag., vol. 20, no. 1, pp. 45-57, Jan. 2001.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 39
    • 0028188913 scopus 로고
    • Formation and resolution of brain edema associated with brain tumors: A comprehensive theoretical model and clinical analysis
    • T. Nagashima, N. Tamaki, M. Takada, and Y. Tada, "Formation and resolution of brain edema associated with brain tumors: A comprehensive theoretical model and clinical analysis," Acta Neurochir. Suppl. (Wien), vol. 60, pp. 165-167, 1994.
    • (1994) Acta Neurochir. Suppl. (Wien) , vol.60 , pp. 165-167
    • Nagashima, T.1    Tamaki, N.2    Takada, M.3    Tada, Y.4
  • 40
    • 0347252327 scopus 로고    scopus 로고
    • Automatic brain tumor segmentation by subject specific modification of atlas priors
    • M. Prastawa, E. Bullitt, N. Moon, K. V. Leemput, and G. Gerig, "Automatic brain tumor segmentation by subject specific modification of atlas priors," Acad. Radiol., vol. 10, pp. 1341-1348, 2003.
    • (2003) Acad. Radiol. , vol.10 , pp. 1341-1348
    • Prastawa, M.1    Bullitt, E.2    Moon, N.3    Leemput, K.V.4    Gerig, G.5
  • 42
  • 43
    • 0032153006 scopus 로고    scopus 로고
    • Image matching as diffusion process: An analogy with maxwell's demons
    • J. P. Thirion, "Image matching as diffusion process: An analogy with maxwell's demons," Med. Ima. Anal., vol. 2, pp. 243-260, 1998.
    • (1998) Med. Ima. Anal. , vol.2 , pp. 243-260
    • Thirion, J.P.1
  • 44
    • 63849264858 scopus 로고    scopus 로고
    • Dif-feomorphic demons: Efficient non-parametric image registration
    • T. Vercauteren, X. Pennec, A. Perchant, and N. Ayache, "Dif-feomorphic demons: Efficient non-parametric image registration," Neuroimage, vol. 45, pp. 61-72, 2009.
    • (2009) Neuroimage , vol.45 , pp. 61-72
    • Vercauteren, T.1    Pennec, X.2    Perchant, A.3    Ayache, N.4
  • 45
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • M. Jenkinson,P. R. Bannister, J. M.Brady, and S.M. Smith, "Improved optimization for the robust and accurate linear registration and motion correction of brain images," Neuroimage, vol. 17, pp. 825-841, 2002.
    • (2002) Neuroimage , vol.17 , pp. 825-841
    • Jenkinson, P.1    Bannister, M.R.2    Brady, J.M.3    Smith, S.M.4
  • 46
    • 33744798244 scopus 로고    scopus 로고
    • Statistical representation and simulation of high-dimensional deformations: Application to synthesizing brain deformations
    • X. Zhong, S. Dinggang, K. Bilge, and D. Christos, "Statistical representation and simulation of high-dimensional deformations: Application to synthesizing brain deformations," in Proc. MICCAI, 2005, pp. 500-508.
    • (2005) Proc. MICCAI , pp. 500-508
    • Zhong, X.1    Dinggang, S.2    Bilge, K.3    Christos, D.4
  • 47
    • 63849165606 scopus 로고    scopus 로고
    • Combined volumetric and surface registration
    • Apr.
    • G. Postelnicu, L. Zollei, and B. Fischl, "Combined volumetric and surface registration," IEEE Trans. Med. Imag., vol. 28, no. 4, pp. 508-522, Apr. 2008.
    • (2008) IEEE Trans. Med. Imag. , vol.28 , Issue.4 , pp. 508-522
    • Postelnicu, G.1    Zollei, L.2    Fischl, B.3
  • 48
    • 20344379721 scopus 로고    scopus 로고
    • A framework for detailed objective comparison of non-rigid registration algorithms in neuroimaging
    • W. R. Crum, D. Rueckert, M. Jenkinson, D. Kennedy, and S. M. Smith, "A framework for detailed objective comparison of non-rigid registration algorithms in neuroimaging," in Proc. MICCAI, 2004, pp. 679-686.
    • (2004) Proc. MICCAI , pp. 679-686
    • Crum, W.R.1    Rueckert, D.2    Jenkinson, M.3    Kennedy, D.4    Smith, S.M.5
  • 49
    • 75749155742 scopus 로고    scopus 로고
    • Extrapolating glioma invasion margin in brain magnetic resonance images: Suggesting new irradiation margins
    • E. Konukoglu, O. Clatz, P. Y. Bondiau, H. Delingette, and N. Ayache, "Extrapolating glioma invasion margin in brain magnetic resonance images: Suggesting new irradiation margins," Med. Image Anal., vol. 14, no. 2, pp. 111-125, 2010.
    • (2010) Med. Image Anal. , vol.14 , Issue.2 , pp. 111-125
    • Konukoglu, E.1    Clatz, O.2    Bondiau, P.Y.3    Delingette, H.4    Ayache, N.5
  • 50
    • 0028936012 scopus 로고
    • A mathematical model of glioma growth: The effect of chemotherapy on spatio-temporal growth
    • P. Tracqui et al., "A mathematical model of glioma growth: The effect of chemotherapy on spatio-temporal growth," Cell Prolif., vol. 28, pp. 17-31, 1995.
    • (1995) Cell Prolif. , vol.28 , pp. 17-31
    • Tracqui, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.