메뉴 건너뛰기




Volumn 28, Issue 9, 2009, Pages 1412-1421

Registration of Cervical MRI Using Multifeature Mutual Information

Author keywords

cervical cancer; kNN graphs; local image structure; nonrigid registration; radiation therapy; Shannon mutual information; mutual information

Indexed keywords

ALGORITHM; ARTICLE; BLADDER; FEMALE; HISTOLOGY; HUMAN; IMAGE PROCESSING; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PRINCIPAL COMPONENT ANALYSIS; RECTUM; UTERINE CERVIX; UTERINE CERVIX TUMOR; UTERUS;

EID: 70449714757     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/TMI.2009.2016560     Document Type: Article
Times cited : (90)

References (44)
  • 2
    • 31144452943 scopus 로고    scopus 로고
    • Recommendations from gynaecological (GYN) GEC ESTRO working group (II): concepts and terms in 3D image-based treatment planning in cervix cancer brachytherapy-3D dose volume parameters and aspects of 3D image-based anatomy, radiation physics, radiobiology
    • R. Pötter, C. Haie-Meder, E. V. Limbergen, I. Barillot, M. D. Brabandere, J. Dimopoulos, I. Dumas, B. Erickson, S. Lang, A. Nulens, P. Petrow, J. Rownd, and C. Kirisits, “Recommendations from gynaecological (GYN) GEC ESTRO working group (II): concepts and terms in 3D image-based treatment planning in cervix cancer brachytherapy-3D dose volume parameters and aspects of 3D image-based anatomy, radiation physics, radiobiology,” Radiotherapy Oncol., vol. 78, no. 1, pp. 67–77, 2006.
    • (2006) Radiotherapy Oncol. , vol.78 , Issue.1 , pp. 67-77
    • Pötter, R.1    Haie-Meder, C.2    Limbergen, E.V.3    Barillot, I.4    Brabandere, M.D.5    Dimopoulos, J.6    Dumas, I.7    Erickson, B.8    Lang, S.9    Nulens, A.10    Petrow, P.11    Rownd, J.12    Kirisits, C.13
  • 4
    • 29244476853 scopus 로고    scopus 로고
    • Conventional, conformal, and inten-sitymodulated radiation therapy treatment planning of external beam radiotherapy for cervical cancer: The impact of tumor regression
    • L. van de Bunt, U. A. van de Heide, M. Ketelaars, G. A. de Kort, and I. M. Jürgenliemk-Schulz, “Conventional, conformal, and inten-sitymodulated radiation therapy treatment planning of external beam radiotherapy for cervical cancer: The impact of tumor regression,” Int. J. Radiat. Oncol. Biol. Phys., vol. 64, no. 1, pp. 189–196, 2006.
    • (2006) Int. J. Radiat. Oncol. Biol. Phys. , vol.64 , Issue.1 , pp. 189-196
    • van de Bunt, L.1    van de Heide, U.A.2    Ketelaars, M.3    de Kort, G.A.4    Jürgenliemk-Schulz, I.M.5
  • 6
    • 34247871547 scopus 로고    scopus 로고
    • Assessment of a model-based deformable image registration approach for radiation therapy planning
    • M. R. Kaus, K. K. Brock, V. Pekar, L. A. Dawson, A. M. Nichol, and D. A. Jaffray, “Assessment of a model-based deformable image registration approach for radiation therapy planning,” Int. J. Radiat. Oncol. Biol. Phys., vol. 68, no. 2, pp. 572–580, 2007.
    • (2007) Int. J. Radiat. Oncol. Biol. Phys. , vol.68 , Issue.2 , pp. 572-580
    • Kaus, M.R.1    Brock, K.K.2    Pekar, V.3    Dawson, L.A.4    Nichol, A.M.5    Jaffray, D.A.6
  • 8
    • 21144441919 scopus 로고    scopus 로고
    • Accuracy of finite element model-based multiorgan deformable image registration
    • K. K. Brock, M. B. Sharpe, L. A. Dawson, S. M. Kim, and D. A. Jaffray, “Accuracy of finite element model-based multiorgan deformable image registration,” Med. Phys., vol. 32, no. 6, pp. 1647–1659, 2005.
    • (2005) Med. Phys. , vol.32 , Issue.6 , pp. 1647-1659
    • Brock, K.K.1    Sharpe, M.B.2    Dawson, L.A.3    Kim, S.M.4    Jaffray, D.A.5
  • 9
    • 33644549665 scopus 로고    scopus 로고
    • Feasibility of a novel deformable image registration technique to facilitate classification, targeting, and monitoring of tumor and normal tissue
    • K. K. Brock, L. A. Dawson, M. B. Sharpe, D. J. Moseley, and D. A. Jaffray, “Feasibility of a novel deformable image registration technique to facilitate classification, targeting, and monitoring of tumor and normal tissue,” Int. J. Radiat. Oncol. Biol. Phys., vol. 64, no. 4, pp. 1245–1254, 2006.
    • (2006) Int. J. Radiat. Oncol. Biol. Phys. , vol.64 , Issue.4 , pp. 1245-1254
    • Brock, K.K.1    Dawson, L.A.2    Sharpe, M.B.3    Moseley, D.J.4    Jaffray, D.A.5
  • 10
    • 41449115925 scopus 로고    scopus 로고
    • Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information
    • S. Klein, U. A. van de Heide, I. M. Lips, M. van Vulpen, M. Staring, and J. P. W. Pluim, “Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information,” Med. Phys., vol. 35, no. 4, pp. 1407–1417, 2008.
    • (2008) Med. Phys. , vol.35 , Issue.4 , pp. 1407-1417
    • Klein, S.1    van de Heide, U.A.2    Lips, I.M.3    van Vulpen, M.4    Staring, M.5    Pluim, J.P.W.6
  • 13
    • 44649198303 scopus 로고    scopus 로고
    • Imaging of cervical cancer
    • C. López and S. Chakravarti, “Imaging of cervical cancer,” Imaging, vol. 18, no. 1, pp. 10–19, 2006.
    • (2006) Imaging , vol.18 , Issue.1 , pp. 10-19
    • López, C.1    Chakravarti, S.2
  • 14
    • 34247395789 scopus 로고    scopus 로고
    • Early invasive cervical cancer: Tumor delineation by magnetic resonance imaging, computed tomography, and clinical examination, verified by pathologic results in the ACRIN 6651/GOG 183 intergroup study
    • D. G. Mitchell, B. Snyder, F. Coakley, C. Reinhold, G. Thomas, M. Amendola, L. H. Schwartz, P. Woodward, H. Pannu, and H. Hricak, “Early invasive cervical cancer: Tumor delineation by magnetic resonance imaging, computed tomography, and clinical examination, verified by pathologic results in the ACRIN 6651/GOG 183 intergroup study,” J. Clin. Oncol., vol. 24, no. 36, pp. 5687–5693, 2006.
    • (2006) J. Clin. Oncol. , vol.24 , Issue.36 , pp. 5687-5693
    • Mitchell, D.G.1    Snyder, B.2    Coakley, F.3    Reinhold, C.4    Thomas, G.5    Amendola, M.6    Schwartz, L.H.7    Woodward, P.8    Pannu, H.9    Hricak, H.10
  • 15
    • 33645370498 scopus 로고    scopus 로고
    • Systematic evaluation of MRI findings in different stages of treatment of cervical cancer: Potential of MRI on delineation of target, pathoanatomic structures, and organs at risk
    • J. Dimopoulos, G. Schard, D. Berger, S. Lang, G. Goldner, T. Helbich, and R. Potter, “Systematic evaluation of MRI findings in different stages of treatment of cervical cancer: Potential of MRI on delineation of target, pathoanatomic structures, and organs at risk,” Int. J. Radiat. Oncol. Biol. Phys., vol. 64, no. 5, pp. 1380–1388, 2006.
    • (2006) Int. J. Radiat. Oncol. Biol. Phys. , vol.64 , Issue.5 , pp. 1380-1388
    • Dimopoulos, J.1    Schard, G.2    Berger, D.3    Lang, S.4    Goldner, G.5    Helbich, T.6    Potter, R.7
  • 16
    • 85032752338 scopus 로고    scopus 로고
    • Applications of entropic spanning graphs
    • Sep.
    • A. Hero, B. Ma, O. Michel, and J. Gorman, “Applications of entropic spanning graphs,” IEEE Signal Process. Mag., vol. 19, no. 5, pp. 85–95, Sep. 2002.
    • (2002) IEEE Signal Process. Mag. , vol.19 , Issue.5 , pp. 85-95
    • Hero, A.1    Ma, B.2    Michel, O.3    Gorman, J.4
  • 17
    • 85008016285 scopus 로고    scopus 로고
    • ser. Signal Processing and Communications. Boca Raton, FL: CRC Press, ch. 6
    • H. Neemuchwala and A. Hero, Entropic Graphs for Registration, ser. Signal Processing and Communications. Boca Raton, FL: CRC Press, 2005, ch. 6, pp. 185–235.
    • (2005) Entropic Graphs for Registration , pp. 185-235
    • Neemuchwala, H.1    Hero, A.2
  • 18
    • 27544501369 scopus 로고    scopus 로고
    • Image matching using alpha-entropy measures and entropic graphs
    • H. F. Neemuchwala, A. Hero, and P. Carson, “Image matching using alpha-entropy measures and entropic graphs,” Signal Process., vol. 85, no. 2, pp. 277–296, 2005.
    • (2005) Signal Process. , vol.85 , Issue.2 , pp. 277-296
    • Neemuchwala, H.F.1    Hero, A.2    Carson, P.3
  • 19
    • 21944455302 scopus 로고    scopus 로고
    • Image registration in high dimensional feature space
    • ser. Proceedings of SPIE, C. A. Bouman and E. L. Miller, Eds. Bellingham, WA: SPIE Press
    • H. F. Neemuchwala and A. O. Hero, “Image registration in high dimensional feature space,” in SPIE Electronic Imaging: Computational Imaging III, ser. Proceedings of SPIE, C. A. Bouman and E. L. Miller, Eds. Bellingham, WA: SPIE Press, 2005, vol. 5674, pp. 99–113.
    • (2005) SPIE Electronic Imaging: Computational Imaging III , vol.5674 , pp. 99-113
    • Neemuchwala, H.F.1    Hero, A.O.2
  • 20
    • 33750941583 scopus 로고    scopus 로고
    • Complex wavelets for registration of tagged MRI sequences
    • E. Oubel, A. F. Frangi, and A. Hero, “Complex wavelets for registration of tagged MRI sequences,” in IEEE Int. Symp. Biomed. Imag., 2006, pp. 622–625.
    • (2006) IEEE Int. Symp. Biomed. Imag. , pp. 622-625
    • Oubel, E.1    Frangi, A.F.2    Hero, A.3
  • 21
    • 38149060045 scopus 로고    scopus 로고
    • Comparing pairwise and simultaneous joint registrations of decorrelating interval exams using entropic graphs
    • New York: Springer, Lecture Notes in Computer Science
    • B. Ma, R. Narayanan, H. Park, A. O. Hero, P. H. Bland, and C. R. Meyer, “Comparing pairwise and simultaneous joint registrations of decorrelating interval exams using entropic graphs,” in Information Processing in Medical Imaging. New York: Springer, 2007, vol. 4584, Lecture Notes in Computer Science, pp. 270–282.
    • (2007) Information Processing in Medical Imaging , vol.4584 , pp. 270-282
    • Ma, B.1    Narayanan, R.2    Park, H.3    Hero, A.O.4    Bland, P.H.5    Meyer, C.R.6
  • 22
    • 42649114814 scopus 로고    scopus 로고
    • Using spanning graphs for efficient image registration
    • May
    • M. R. Sabuncu and P. J. Ramadge, “Using spanning graphs for efficient image registration,” IEEE Trans. Image Process., vol. 17, no. 5, pp. 788–797, May 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.5 , pp. 788-797
    • Sabuncu, M.R.1    Ramadge, P.J.2
  • 25
    • 0031221119 scopus 로고    scopus 로고
    • Alignment by maximization of mutual information
    • P. Viola and W. M. Wells, III, “Alignment by maximization of mutual information,” Int. J. Comput. Vis., vol. 24, no. 2, pp. 137–154, 1997.
    • (1997) Int. J. Comput. Vis. , vol.24 , Issue.2 , pp. 137-154
    • Viola, P.1    Wells, W.M.2
  • 26
    • 0000070850 scopus 로고    scopus 로고
    • Optimization of mutual information for multiresolution image registration
    • Dec.
    • P. Thévenaz and M. Unser, “Optimization of mutual information for multiresolution image registration,” IEEE Trans. Image Process., vol. 9, no. 12, pp. 2083–2099, Dec. 2000.
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.12 , pp. 2083-2099
    • Thévenaz, P.1    Unser, M.2
  • 28
    • 0033184661 scopus 로고    scopus 로고
    • Asymptotic theory of greedy approximations to minimal k-point random graphs
    • Sep.
    • A. Hero and O. Michel, “Asymptotic theory of greedy approximations to minimal k-point random graphs,” IEEE Trans. Inf. Theory, vol. 45, no. 6, pp. 1921–1939, Sep. 1999.
    • (1999) IEEE Trans. Inf. Theory , vol.45 , Issue.6 , pp. 1921-1939
    • Hero, A.1    Michel, O.2
  • 29
    • 0002408684 scopus 로고
    • Proceedings of the 4th Berkeley Symposium on Mathematics, Statistics and Probability, Berkeley, CA
    • A. Rényi, “On measures of entropy and information,” in Proceedings of the 4th Berkeley Symposium on Mathematics, Statistics and Probability, Berkeley, CA, 1961, vol. 1, pp. 547–561.
    • (1961) On measures of entropy and information , vol.1 , pp. 547-561
    • Rényi, A.1
  • 30
    • 0032201716 scopus 로고    scopus 로고
    • An optimal algorithm for approximate nearest neighbor searching fixed dimensions
    • S. Arya, D. Mount, N. Netanyahu, R. Silverman, and A. Wu, “An optimal algorithm for approximate nearest neighbor searching fixed dimensions,” J. ACM, vol. 45, no. 6, pp. 891–923, 1998.
    • (1998) J. ACM , vol.45 , Issue.6 , pp. 891-923
    • Arya, S.1    Mount, D.2    Netanyahu, N.3    Silverman, R.4    Wu, A.5
  • 31
    • 36348985858 scopus 로고    scopus 로고
    • Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines
    • S. Klein, M. Staring, and J. P. W. Pluim, “Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines,” IEEE Trans. Image Process., vol. 16, pp. 2879–2890, 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , pp. 2879-2890
    • Klein, S.1    Staring, M.2    Pluim, J.P.W.3
  • 34
    • 0033169211 scopus 로고    scopus 로고
    • Nonrigid registration using free-form deformations: Application to breast MR images
    • Aug.
    • D. Rueckert, L. I. Sonoda, C. Hayes, D. L. G. Hill, M. O. Leach, and D. J. Hawkes, “Nonrigid registration using free-form deformations: Application to breast MR images,” IEEE Trans. Med. Imag., vol. 18, no. 8, pp. 712–721, Aug. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.8 , pp. 712-721
    • Rueckert, D.1    Sonoda, L.I.2    Hayes, C.3    Hill, D.L.G.4    Leach, M.O.5    Hawkes, D.J.6
  • 35
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • L. R. Dice, “Measures of the amount of ecologic association between species,” Ecology, vol. 26, no. 3, pp. 297–302, 1945.
    • (1945) Ecology , vol.26 , Issue.3 , pp. 297-302
    • Dice, L.R.1
  • 36
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • F. Wilcoxon, “Individual comparisons by ranking methods,” Biometrics, vol. 1, pp. 80–83, 1945.
    • (1945) Biometrics , vol.1 , pp. 80-83
    • Wilcoxon, F.1
  • 38
    • 0033688419 scopus 로고    scopus 로고
    • Non-rigid registration using higher-order mutual information
    • ser. Proceedings of SPIE. San Diego, CA: SPIE Press
    • D. Rueckert, M. J. Clarkson, D. L. G. Hill, D. J. Hawkes, M. Sonka, and J. M. F. Eds, “Non-rigid registration using higher-order mutual information,” in SPIE Medical Imaging: Image Processing, ser. Proceedings of SPIE. San Diego, CA: SPIE Press, 2000, vol. 3979, pp. 438–447.
    • (2000) SPIE Medical Imaging: Image Processing , vol.3979 , pp. 438-447
    • Rueckert, D.1    Clarkson, M.J.2    Hill, D.L.G.3    Hawkes, D.J.4    Sonka, M.5    Eds, J.M.F.6
  • 40
    • 5644238122 scopus 로고    scopus 로고
    • Multi-feature mutual information
    • ser. Proceedings of SPIE, J. M. Fitzpatrick and M. Sonka, Eds. San Diego, CA: SPIE
    • D. Tomaževič, B. Likar, and F. Pernuš, “Multi-feature mutual information,” in SPIE Medical Imaging: Image Processing, ser. Proceedings of SPIE, J. M. Fitzpatrick and M. Sonka, Eds. San Diego, CA: SPIE, 2004, vol. 5370, pp. 143–154.
    • (2004) SPIE Medical Imaging: Image Processing , vol.5370 , pp. 143-154
    • Tomaževič, D.1    Likar, B.2    Pernuš, F.3
  • 41
    • 38149034408 scopus 로고    scopus 로고
    • High-dimensional entropy estimation for finite accuracy data: R-nn entropy estimator
    • ser. Lecture Notes in Computer Science. Kerkrade, The Netherlands: Springer Verlag
    • J. Kybic, “High-dimensional entropy estimation for finite accuracy data: R-nn entropy estimator,” in Information Processing in Medical Imaging (IPMI), ser. Lecture Notes in Computer Science. Kerkrade, The Netherlands: Springer Verlag, 2007, vol. 4584., pp. 569–580.
    • (2007) Information Processing in Medical Imaging (IPMI) , vol.4584 , pp. 569-580
    • Kybic, J.1
  • 42
    • 39749164774 scopus 로고    scopus 로고
    • Estimating mutual information
    • A. Kraskov, H. Stögbauer, and P. Grassberger, “Estimating mutual information,” Phys. Rev. E, vol. 69, no. 6, pp. 066138–066138, 2004.
    • (2004) Phys. Rev. E , vol.69 , Issue.6 , pp. 066138
    • Kraskov, A.1    Stögbauer, H.2    Grassberger, P.3
  • 43
    • 33947711187 scopus 로고    scopus 로고
    • Incremental updating of nearest neighbor-based high-dimensional entropy estimation
    • Toulouse, France
    • J. Kybic, “Incremental updating of nearest neighbor-based high-dimensional entropy estimation,” in IEEE Int. Conf. Acoustics, Speech Signal Process. (ICASSP), Toulouse, France, 2006, vol. 3, pp. III-804.
    • (2006) IEEE Int. Conf. Acoustics, Speech Signal Process. (ICASSP) , vol.3 , pp. III-804
    • Kybic, J.1
  • 44
    • 1842452933 scopus 로고    scopus 로고
    • Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains
    • T. Rohlfing, R. Brandt, R. Menzel, and C. R. Maurer, Jr., “Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains,” NeuroImage, vol. 21, no. 4, pp. 1428–1442, 2004.
    • (2004) NeuroImage , vol.21 , Issue.4 , pp. 1428-1442
    • Rohlfing, T.1    Brandt, R.2    Menzel, R.3    Maurer, C.R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.