메뉴 건너뛰기




Volumn 17, Issue 8, 2013, Pages 1010-1024

Left ventricle segmentation in MRI via convex relaxed distribution matching

Author keywords

3D segmentation; Cardiac MRI; Convex relaxation optimization; Fixed point optimization; Graphics processing unit

Indexed keywords

3D SEGMENTATION; AUGMENTED LAGRANGIAN METHODS; CARDIAC MAGNETIC RESONANCE IMAGES; CARDIAC MRI; CARDIO-VASCULAR DISEASE; DISTRIBUTION MATCHING; FIXED POINT EQUATION; GRAPHICS PROCESSING UNIT;

EID: 84880350447     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2013.05.002     Document Type: Article
Times cited : (65)

References (47)
  • 2
    • 43549124335 scopus 로고    scopus 로고
    • Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI
    • Andreopoulos A., Tsotsos J.K. Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI. Medical Image Analysis 2008, 12:335-357.
    • (2008) Medical Image Analysis , vol.12 , pp. 335-357
    • Andreopoulos, A.1    Tsotsos, J.K.2
  • 3
    • 79959608351 scopus 로고    scopus 로고
    • Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation
    • In: Information Processing in Medical Imaging (IPMI)
    • Ayed, I.B., Punithakumar, K., Garvin, G.J., Romano, W., Li, S., 2011. Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation. In: Information Processing in Medical Imaging (IPMI), pp. 221-232.
    • (2011) , pp. 221-232
    • Ayed, I.B.1    Punithakumar, K.2    Garvin, G.J.3    Romano, W.4    Li, S.5
  • 4
    • 72249120387 scopus 로고    scopus 로고
    • Embedding overlap priors in variational left ventricle tracking
    • BenAyed I., Li S., Ross I. Embedding overlap priors in variational left ventricle tracking. IEEE Transactions on Medical Imaging 2009, 28:1902-1913.
    • (2009) IEEE Transactions on Medical Imaging , vol.28 , pp. 1902-1913
    • BenAyed, I.1    Li, S.2    Ross, I.3
  • 7
    • 84883849462 scopus 로고    scopus 로고
    • Left ventricle segmentation via graph cut distribution matching
    • Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009). vol. 1, London, UK
    • Ben Ayed, I., Punithakumar, K., Li, S., Islam, A., Chong, J., 2009d. Left ventricle segmentation via graph cut distribution matching. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI 2009). vol. 1, London, UK, pp. 901-909.
    • (2009) , pp. 901-909
    • Ben Ayed, I.1    Punithakumar, K.2    Li, S.3    Islam, A.4    Chong, J.5
  • 8
    • 77955997380 scopus 로고    scopus 로고
    • Graph cut segmentation with a global constraint: recovering region distribution via a bound of the Bhattacharyya measure
    • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2010). San Francisco, CA, USA
    • Ben Ayed, I., Chen, H.-M., Punithakumar, K., Ross, I., Li, S., 2010. Graph cut segmentation with a global constraint: recovering region distribution via a bound of the Bhattacharyya measure. In: IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2010). San Francisco, CA, USA, pp. 1-7.
    • (2010) , pp. 1-7
    • Ben Ayed, I.1    Chen, H.-M.2    Punithakumar, K.3    Ross, I.4    Li, S.5
  • 9
    • 82355169824 scopus 로고    scopus 로고
    • Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure
    • Ben Ayed I., Chen H.-M., Punithakumar K., Ross I., Li S. Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure. Medical Image Analysis 2012, 16:87-100.
    • (2012) Medical Image Analysis , vol.16 , pp. 87-100
    • Ben Ayed, I.1    Chen, H.-M.2    Punithakumar, K.3    Ross, I.4    Li, S.5
  • 12
    • 0037192118 scopus 로고    scopus 로고
    • Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart: a statement for healthcare professionals from cardiac imaging committee of the council on clinical cardiology of the american heart association
    • Cerqueira M.D., Weissman N.J., D V., Jacobs A.K., Kaul S., Laskey W.K., Pennell D.J., Rumberger J.A., Ryan T., Verani M.S. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart: a statement for healthcare professionals from cardiac imaging committee of the council on clinical cardiology of the american heart association. Circulation 2002, 105:539-542.
    • (2002) Circulation , vol.105 , pp. 539-542
    • Cerqueira, M.D.1    Weissman N.J.D, V.2    Jacobs, A.K.3    Kaul, S.4    Laskey, W.K.5    Pennell, D.J.6    Rumberger, J.A.7    Ryan, T.8    Verani, M.S.9
  • 13
    • 1242352408 scopus 로고    scopus 로고
    • An algorithm for total variation minimization and applications
    • Chambolle A. An algorithm for total variation minimization and applications. Journal of Mathematical Imaging and Vision 2004, 20:89-97.
    • (2004) Journal of Mathematical Imaging and Vision , vol.20 , pp. 89-97
    • Chambolle, A.1
  • 15
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • Dice L.R. Measures of the amount of ecologic association between species. Ecology 1945, 26(3):297-302.
    • (1945) Ecology , vol.26 , Issue.3 , pp. 297-302
    • Dice, L.R.1
  • 19
    • 77953213168 scopus 로고    scopus 로고
    • An efficient algorithm for co-segmentation. In: ICCV.
    • Hochbaum, D.S., Singh, V., 2009. An efficient algorithm for co-segmentation. In: ICCV.
    • (2009)
    • Hochbaum, D.S.1    Singh, V.2
  • 20
    • 58849108680 scopus 로고    scopus 로고
    • Automatic recovery of the left ventricular blood pool in cardiac cine mr images
    • Medical Image Computing and Computer-Assisted Intervention (MICCAI 2008). New York, NY, USA
    • Jolly, M.-P. (2008). Automatic recovery of the left ventricular blood pool in cardiac cine mr images. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI 2008). New York, NY, USA, pp. 110-118.
    • (2008) , pp. 110-118
    • Jolly, M.-P.1
  • 21
    • 56749131672 scopus 로고    scopus 로고
    • An experimental comparison of discrete and continuous shape optimization methods
    • ECCV
    • Klodt, M., Schoenemann, T., Kolev, K., Schikora, M., Cremers, D., 2008. An experimental comparison of discrete and continuous shape optimization methods. In: ECCV (1). pp. 332-345.
    • (2008) , Issue.1 , pp. 332-345
    • Klodt, M.1    Schoenemann, T.2    Kolev, K.3    Schikora, M.4    Cremers, D.5
  • 22
    • 33846904350 scopus 로고    scopus 로고
    • Model-based graph cut method for segmentation of the left ventricle
    • Conf Proc IEEE Eng. Med. Biol. Soc.
    • Lin, X., Cowan, B., Young, A., 2005. Model-based graph cut method for segmentation of the left ventricle. In: Conf Proc IEEE Eng. Med. Biol. Soc. pp. 3059-3062.
    • (2005) , pp. 3059-3062
    • Lin, X.1    Cowan, B.2    Young, A.3
  • 24
    • 32644476684 scopus 로고    scopus 로고
    • Automatic segmentation of the left ventricle cavity and myocardium in MRI data
    • Lynch M., Ghita O., Whelan P.F. Automatic segmentation of the left ventricle cavity and myocardium in MRI data. Computers in Biology and Medicine 2006, 36:389-407.
    • (2006) Computers in Biology and Medicine , vol.36 , pp. 389-407
    • Lynch, M.1    Ghita, O.2    Whelan, P.F.3
  • 25
    • 41649111716 scopus 로고    scopus 로고
    • Segmentation of the left ventricle of the heart in 3-D+T MRI data using an optimized nonrigid temporal model
    • Lynch M., Ghita O., Whelan P. Segmentation of the left ventricle of the heart in 3-D+T MRI data using an optimized nonrigid temporal model. IEEE Transactions on Medical Imaging 2008, 27:195-203.
    • (2008) IEEE Transactions on Medical Imaging , vol.27 , pp. 195-203
    • Lynch, M.1    Ghita, O.2    Whelan, P.3
  • 29
    • 80052910929 scopus 로고    scopus 로고
    • Scale invariant cosegmentation for image groups
    • CVPR.
    • Mukherjee, L., Singh, V., 2011. Scale invariant cosegmentation for image groups. In: CVPR.
    • (2011)
    • Mukherjee, L.1    Singh, V.2
  • 30
    • 84880395443 scopus 로고    scopus 로고
    • Half-integrality based algorithms for cosegmentation of images
    • CVPR.
    • Mukherjee, L., Singh, V., Dyer, C., 2009. Half-integrality based algorithms for cosegmentation of images. In: CVPR.
    • (2009)
    • Mukherjee, L.1    Singh, V.2    Dyer, C.3
  • 31
    • 80052314902 scopus 로고    scopus 로고
    • A convex max-flow segmentation of LV using subject-specific distributions on cardiac MRI
    • IPMI
    • Nambakhsh, M.S., Yuan, J., Ayed, I.B., Punithakumar, K., Goela, A., Islam, A., Peters, T.M., Li, S., 2011. A convex max-flow segmentation of LV using subject-specific distributions on cardiac MRI. In: IPMI, pp. 171-183.
    • (2011) , pp. 171-183
    • Nambakhsh, M.S.1    Yuan, J.2    Ayed, I.B.3    Punithakumar, K.4    Goela, A.5    Islam, A.6    Peters, T.M.7    Li, S.8
  • 33
    • 33750153530 scopus 로고    scopus 로고
    • Algorithms for finding global minimizers of image segmentation and denoising models
    • Nikolova M., Esedoglu S., Chan T.F. Algorithms for finding global minimizers of image segmentation and denoising models. SIAM Journal of Applied Mathematics 2006, 66:1632-1648.
    • (2006) SIAM Journal of Applied Mathematics , vol.66 , pp. 1632-1648
    • Nikolova, M.1    Esedoglu, S.2    Chan, T.F.3
  • 34
    • 0042172841 scopus 로고    scopus 로고
    • A level set approach for shape-driven segmentation and tracking of the left ventricle
    • Paragios N. A level set approach for shape-driven segmentation and tracking of the left ventricle. IEEE Transactions on Medical Imaging 2003, 22:773-776.
    • (2003) IEEE Transactions on Medical Imaging , vol.22 , pp. 773-776
    • Paragios, N.1
  • 35
    • 79851510761 scopus 로고    scopus 로고
    • A review of segmentation methods in short axis cardiac mr images
    • Petitjean C., Dacher J.-N. A review of segmentation methods in short axis cardiac mr images. Medical Image Analysis 2011, 15:169-184.
    • (2011) Medical Image Analysis , vol.15 , pp. 169-184
    • Petitjean, C.1    Dacher, J.-N.2
  • 36
    • 80052908814 scopus 로고    scopus 로고
    • Foreground-background segmentation using iterated distribution matching
    • CVPR.
    • Pham, V.-Q., Takahashi, K., Naemura, T., 2011. Foreground-background segmentation using iterated distribution matching. In: CVPR.
    • (2011)
    • Pham, V.-Q.1    Takahashi, K.2    Naemura, T.3
  • 38
    • 84872358515 scopus 로고    scopus 로고
    • A convex relaxation approach for computing minimal partitions
    • CVPR.
    • Pock, T., Chambolle, A., Cremers, D., Bischof, H., 2009. A convex relaxation approach for computing minimal partitions. In: CVPR.
    • (2009)
    • Pock, T.1    Chambolle, A.2    Cremers, D.3    Bischof, H.4
  • 42
    • 80051736089 scopus 로고    scopus 로고
    • Cosegmentation revisited: models and optimization
    • ECCV.
    • Vicente, S., Kolmogorov, V., Rother, C., 2010. Cosegmentation revisited: models and optimization. In: ECCV.
    • (2010)
    • Vicente, S.1    Kolmogorov, V.2    Rother, C.3
  • 43
    • 77955994797 scopus 로고    scopus 로고
    • A study on continuous max-flow and min-cut approaches
    • CVPR.
    • Yuan, J., Bae, E., Tai, X.-C., 2010. A study on continuous max-flow and min-cut approaches. In: CVPR.
    • (2010)
    • Yuan, J.1    Bae, E.2    Tai, X.-C.3
  • 44
    • 33750272353 scopus 로고    scopus 로고
    • Improving segmentation of the left ventricle using a two-component statistical model
    • Medical Image Computing and Computer-Assisted Intervention (MICCAI 2006), vol. 1, Copenhagen, Denmark
    • Zambal, S., Hladuvka, J., Bühler, K., 2006. Improving segmentation of the left ventricle using a two-component statistical model. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI 2006), vol. 1, Copenhagen, Denmark, pp. 151-158.
    • (2006) , pp. 151-158
    • Zambal, S.1    Hladuvka, J.2    Bühler, K.3
  • 46
    • 58849154094 scopus 로고    scopus 로고
    • An atlas-based segmentation propagation framework using locally affine registration-application to automatic whole heart segmentation
    • Medical Image Computing and Computer-Assisted Intervention (MICCAI 2008), vol. 2, New York, NY, USA
    • Zhuang, X., Rhode, K.S., Arridge, S.R., Razavi, R., Hill, D.L.G., Hawkes, D.J., Ourselin, S., 2008. An atlas-based segmentation propagation framework using locally affine registration-application to automatic whole heart segmentation. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI 2008), vol. 2, New York, NY, USA, pp. 425-433.
    • (2008) , pp. 425-433
    • Zhuang, X.1    Rhode, K.S.2    Arridge, S.R.3    Razavi, R.4    Hill, D.L.G.5    Hawkes, D.J.6    Ourselin, S.7
  • 47
    • 77749264352 scopus 로고    scopus 로고
    • Segmentation of the left ventricle from cardiac mr images using a subject-specific dynamical model
    • Zhu Y., Papademetris X., Sinusas A.J., Duncan J.S. Segmentation of the left ventricle from cardiac mr images using a subject-specific dynamical model. IEEE Transactions on Medical Imaging 2010, 29:669-687.
    • (2010) IEEE Transactions on Medical Imaging , vol.29 , pp. 669-687
    • Zhu, Y.1    Papademetris, X.2    Sinusas, A.J.3    Duncan, J.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.