메뉴 건너뛰기




Volumn 15, Issue 2, 2011, Pages 169-184

A review of segmentation methods in short axis cardiac MR images

Author keywords

Cardiac; Deformable models; MRI; Segmentation; Survey

Indexed keywords

CARDIAC; CARDIAC MR; CARDIAC SEGMENTATION; CINE-MRI; DEFORMABLE MODELS; FUTURE TRENDS; HEART CAVITIES; MEDICAL ISSUES; MRI; PRIOR KNOWLEDGE; SEGMENTATION; SEGMENTATION METHODS; SEGMENTATION RESULTS; SEMI-AUTOMATED; SHORT AXIS IMAGES;

EID: 79851510761     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2010.12.004     Document Type: Review
Times cited : (672)

References (124)
  • 1
    • 79851511460 scopus 로고    scopus 로고
    • Robust active shape models: a robust, generic and simple automatic segmentation tool
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI),
    • Abi-Nahed, J., Jolly, M.-P., Yang, G.-Z., 2006. Robust active shape models: a robust, generic and simple automatic segmentation tool. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI), vol. 2, pp. 1-8.
    • (2006) , vol.2 , pp. 1-8
    • Abi-Nahed, J.1    Jolly, M.-P.2    Yang, G.-Z.3
  • 3
    • 4143087358 scopus 로고    scopus 로고
    • Estimation of right ventricular volume without geometrical assumptions utilizing cardiac magnetic resonance data
    • Battani R., Corsi C., Sarti A., Lamberti C., Piva T., Fattori R. Estimation of right ventricular volume without geometrical assumptions utilizing cardiac magnetic resonance data. Computers in Cardiology 2003, 30:81-84.
    • (2003) Computers in Cardiology , vol.30 , pp. 81-84
    • Battani, R.1    Corsi, C.2    Sarti, A.3    Lamberti, C.4    Piva, T.5    Fattori, R.6
  • 4
    • 72249120387 scopus 로고    scopus 로고
    • Embedding overlap priors in variational left ventricle tracking
    • Ben Ayed I., Li S., Ross I. Embedding overlap priors in variational left ventricle tracking. IEEE Trans. Med. Imag. 2009, 28(12):1902-1913.
    • (2009) IEEE Trans. Med. Imag. , vol.28 , Issue.12 , pp. 1902-1913
    • Ben Ayed, I.1    Li, S.2    Ross, I.3
  • 5
    • 79851508470 scopus 로고    scopus 로고
    • Cardiac motion recovery by coupling an electromechanical model and cine-MRI data: First steps
    • In: Proceedings of the Workshop on Computational Biomechanics for Medicine III (Workshop MICCAI).
    • Billet, F., Sermesant, M., Delingette, H., Ayache, N., 2008. Cardiac motion recovery by coupling an electromechanical model and cine-MRI data: first steps. In: Proceedings of the Workshop on Computational Biomechanics for Medicine III (Workshop MICCAI).
    • (2008)
    • Billet, F.1    Sermesant, M.2    Delingette, H.3    Ayache, N.4
  • 6
    • 68849102377 scopus 로고    scopus 로고
    • Cardiac motion recovery and boundary conditions estimation by coupling an electromechanical model and cine-MRI data
    • In: Proceedings of Functional Imaging and Modeling of the Heart (FIMH), LNCS,
    • Billet, F., Sermesant, M., Delingette, H., Ayache, N., 2009. Cardiac motion recovery and boundary conditions estimation by coupling an electromechanical model and cine-MRI data. In: Proceedings of Functional Imaging and Modeling of the Heart (FIMH), LNCS, vol. 5528, pp. 376-385.
    • (2009) , vol.5528 , pp. 376-385
    • Billet, F.1    Sermesant, M.2    Delingette, H.3    Ayache, N.4
  • 7
    • 84908219488 scopus 로고
    • Statistical methods for assessing agreement between two methods of clinical measurement
    • Bland J., Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, 1(8476):307-310.
    • (1986) Lancet , vol.1 , Issue.8476 , pp. 307-310
    • Bland, J.1    Altman, D.2
  • 8
    • 0030853657 scopus 로고    scopus 로고
    • Automated detection of the left ventricular region in magnetic resonance images by fuzzy C-means model
    • Boudraa A.-E.-O. Automated detection of the left ventricular region in magnetic resonance images by fuzzy C-means model. Int J Card Imaging 1997, 13(4):347-355.
    • (1997) Int J Card Imaging , vol.13 , Issue.4 , pp. 347-355
    • Boudraa, A.-E.-O.1
  • 10
    • 84988832680 scopus 로고    scopus 로고
    • Left ventricular segmentation in MRI images
    • In: Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis (ISPA), Pula, Croatia,
    • Cassen, C., Domenger, J., Braquelaire, J., Barat, J., 2001. Left ventricular segmentation in MRI images. In: Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis (ISPA), Pula, Croatia, pp. 244-249.
    • (2001) , pp. 244-249
    • Cassen, C.1    Domenger, J.2    Braquelaire, J.3    Barat, J.4
  • 12
    • 79953800564 scopus 로고    scopus 로고
    • Left ventricular diastolic function assessment by cardiac MRI. RadioGraphics
    • doi:10.1148/rg.311105049
    • Caudron, J., Fares, J., Bauer, F., Dacher, J.-N., 2011. Left ventricular diastolic function assessment by cardiac MRI. RadioGraphics 31 (1). doi:10.1148/rg.311105049.
    • (2011) , vol.31 , Issue.1
    • Caudron, J.1    Fares, J.2    Bauer, F.3    Dacher, J.-N.4
  • 13
    • 0030411033 scopus 로고    scopus 로고
    • Deformable boundary finding in medical images by integrating gradient and region information
    • Chakraborty A., Staib L., Duncan J. Deformable boundary finding in medical images by integrating gradient and region information. IEEE Trans. Med. Imag. 1996, 15:859-870.
    • (1996) IEEE Trans. Med. Imag. , vol.15 , pp. 859-870
    • Chakraborty, A.1    Staib, L.2    Duncan, J.3
  • 14
    • 85023157098 scopus 로고    scopus 로고
    • Automatic cardiac region-of-interest computation in cine 3D structural MRI
    • In: Proceedings of the Conference on Computer Assisted Radiology and Surgery (CARS), Chicago,
    • Cocosco, C., Netsch, T., Senegas, J., Bystrov, D., Niessen, W., Viergever, M., 2004. Automatic cardiac region-of-interest computation in cine 3D structural MRI. In: Proceedings of the Conference on Computer Assisted Radiology and Surgery (CARS), Chicago, pp. 1126-1131.
    • (2004) , pp. 1126-1131
    • Cocosco, C.1    Netsch, T.2    Senegas, J.3    Bystrov, D.4    Niessen, W.5    Viergever, M.6
  • 16
    • 0029177987 scopus 로고
    • Automatic 3-D model-based neuroanatomical segmentation
    • Collins D., Holmes C., Peters T., Evans C. Automatic 3-D model-based neuroanatomical segmentation. Human Brain Map. 1995, 3(3):190-208.
    • (1995) Human Brain Map. , vol.3 , Issue.3 , pp. 190-208
    • Collins, D.1    Holmes, C.2    Peters, T.3    Evans, C.4
  • 19
    • 84957810778 scopus 로고    scopus 로고
    • Interpreting face images using active appearance models
    • In: Proceedings European Conference on Computer Vision,
    • Cootes, T., Edwards, G., Taylor, C., 1998. Interpreting face images using active appearance models. In: Proceedings European Conference on Computer Vision, vol. 2. pp. 484-498.
    • (1998) , vol.2 , pp. 484-498
    • Cootes, T.1    Edwards, G.2    Taylor, C.3
  • 20
    • 34548060041 scopus 로고    scopus 로고
    • Automated, accurate and fast segmentation of 4D cardiac MR images
    • In: Proceedings of Functional Imaging and Modeling of the Heart (FIMH), LNCS,
    • Cousty, J., Najman, L., Couprie, M., Clment-Guinaudeau, S., Goissen, T., Garot, J., 2007. Automated, accurate and fast segmentation of 4D cardiac MR images. In: Proceedings of Functional Imaging and Modeling of the Heart (FIMH), LNCS, vol. 4466, pp. 474-483.
    • (2007) , vol.4466 , pp. 474-483
    • Cousty, J.1    Najman, L.2    Couprie, M.3    Clment-Guinaudeau, S.4    Goissen, T.5    Garot, J.6
  • 22
    • 33846221503 scopus 로고    scopus 로고
    • A review of statistical approaches to level set segmentation: integrating color, texture, motion and shape
    • Cremers D., Rousson M., Deriche R. A review of statistical approaches to level set segmentation: integrating color, texture, motion and shape. Int. J. Comput. Vis. 2007, 72(2):195-215.
    • (2007) Int. J. Comput. Vis. , vol.72 , Issue.2 , pp. 195-215
    • Cremers, D.1    Rousson, M.2    Deriche, R.3
  • 23
    • 0002654838 scopus 로고    scopus 로고
    • Image segmentation
    • SPIE Press, Bellingham, WA
    • Dawant B., Zijdenbos A. Image segmentation. Handbook of Medical Imaging 2000, vol. 2:71-127. SPIE Press, Bellingham, WA.
    • (2000) Handbook of Medical Imaging , vol.2 , pp. 71-127
    • Dawant, B.1    Zijdenbos, A.2
  • 24
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster A., Laird N., Rubin D. Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. 1977, 39(1):1-38.
    • (1977) J. Roy. Stat. Soc. , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 26
    • 1642499216 scopus 로고    scopus 로고
    • Left ventricular mass: manual and automatic segmentation of true FISP and FLASH cine MR images in dogs and pigs
    • François C., Fieno D., Shors S., Finn P. Left ventricular mass: manual and automatic segmentation of true FISP and FLASH cine MR images in dogs and pigs. Radiology 2004, 230:389-395.
    • (2004) Radiology , vol.230 , pp. 389-395
    • François, C.1    Fieno, D.2    Shors, S.3    Finn, P.4
  • 27
    • 0036770220 scopus 로고    scopus 로고
    • Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling
    • Frangi A., Rueckert D., Schnabel J., Niessen W. Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling. IEEE Trans. Med. Imag. 2002, 21(9):1151-1166.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , Issue.9 , pp. 1151-1166
    • Frangi, A.1    Rueckert, D.2    Schnabel, J.3    Niessen, W.4
  • 28
    • 0034744995 scopus 로고    scopus 로고
    • Three-dimensional modeling for functional analysis of cardiac images: a review
    • Frangi A., Niessen W., Viergever M. Three-dimensional modeling for functional analysis of cardiac images: a review. IEEE Trans. Med. Imag. 2001, 20(1).
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.1
    • Frangi, A.1    Niessen, W.2    Viergever, M.3
  • 29
    • 0034536898 scopus 로고    scopus 로고
    • Wavelet-based enhancement and detection of left ventricular endocardial and epicardial boundaries in magnetic resonance images
    • Fu J., Chai J., Wong S. Wavelet-based enhancement and detection of left ventricular endocardial and epicardial boundaries in magnetic resonance images. Magn. Reson. Imag. 2000, 18:1135-1141.
    • (2000) Magn. Reson. Imag. , vol.18 , pp. 1135-1141
    • Fu, J.1    Chai, J.2    Wong, S.3
  • 31
    • 0344823757 scopus 로고    scopus 로고
    • Automatic segmentation of cardiac MRI
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS,
    • Gering, D., 2003. Automatic segmentation of cardiac MRI. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS, vol. 1, pp. 524-532.
    • (2003) , vol.1 , pp. 524-532
    • Gering, D.1
  • 32
    • 0029269575 scopus 로고
    • Segmentation of cardiac cine MR images for extraction of right and left ventricular chambers
    • Goshtasby A., Turner D. Segmentation of cardiac cine MR images for extraction of right and left ventricular chambers. IEEE Trans. Med. Imag. 1995, 14(1):56-64.
    • (1995) IEEE Trans. Med. Imag. , vol.14 , Issue.1 , pp. 56-64
    • Goshtasby, A.1    Turner, D.2
  • 33
    • 33845596359 scopus 로고    scopus 로고
    • A new deformable model for boundary tracking in cardiac MRI and its application to the detection of intra-ventricular dyssynchrony
    • In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06),
    • Gotardo, P., Boyer, K., Saltz, J., Raman, S., 2006. A new deformable model for boundary tracking in cardiac MRI and its application to the detection of intra-ventricular dyssynchrony. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06), vol. 1, pp. 736-743.
    • (2006) , vol.1 , pp. 736-743
    • Gotardo, P.1    Boyer, K.2    Saltz, J.3    Raman, S.4
  • 35
    • 0027851976 scopus 로고
    • Cardiac MR image segmentation using deformable models
    • In: IEEE Conference on Computers in Cardiology, London, UK,
    • Gupta, A., von Kurowski, L., Singh, A., Geiger, D., Liang, C.-C., Chiu, M.-Y., Adler, L., Haacke, M., Wilson, D., 1993. Cardiac MR image segmentation using deformable models. In: IEEE Conference on Computers in Cardiology, London, UK, pp. 747-750.
    • (1993) , pp. 747-750
    • Gupta, A.1    Von Kurowski, L.2    Singh, A.3    Geiger, D.4    Liang, C.-C.5    Chiu, M.-Y.6    Adler, L.7    Haacke, M.8    Wilson, D.9
  • 36
    • 41649103553 scopus 로고    scopus 로고
    • Right ventricular function in cardiovascular disease, part I - anatomy, physiology, aging, and functional assessment of the right ventricle
    • Haddad F., Hunt S., Rosenthal D., Murphy D. Right ventricular function in cardiovascular disease, part I - anatomy, physiology, aging, and functional assessment of the right ventricle. Circulation 2008, 117:1436-1448.
    • (2008) Circulation , vol.117 , pp. 1436-1448
    • Haddad, F.1    Hunt, S.2    Rosenthal, D.3    Murphy, D.4
  • 37
    • 33750814042 scopus 로고    scopus 로고
    • Automatic contour propagation in cine cardiac magnetic resonance images
    • Hautvast G., Lobregt S., Breeuwer M., Gerritsen F. Automatic contour propagation in cine cardiac magnetic resonance images. IEEE Trans. Med. Imag. 2006, 25(11):1472-1482.
    • (2006) IEEE Trans. Med. Imag. , vol.25 , Issue.11 , pp. 1472-1482
    • Hautvast, G.1    Lobregt, S.2    Breeuwer, M.3    Gerritsen, F.4
  • 38
    • 76949088162 scopus 로고    scopus 로고
    • Design and validation of segment - a freely available software for cardiovascular image analysis
    • BMC Medical Imaging 10, 1.
    • Heiberg, E., Sjögren, J., Ugander, M., Carlsson, M., Engblom, H., Arheden, H., 2010. Design and validation of segment - a freely available software for cardiovascular image analysis. BMC Medical Imaging 10, 1.
    • (2010)
    • Heiberg, E.1    Sjögren, J.2    Ugander, M.3    Carlsson, M.4    Engblom, H.5    Arheden, H.6
  • 39
    • 33846196147 scopus 로고    scopus 로고
    • Time resolved three-dimensional segmentation of the left ventricle
    • In: Proceedings of IEEE Computers in Cardiology, Lyon, France,
    • Heiberg, E., Wigström, L., Carlsson, M., Bolger, A., Karlsson, M., 2005. Time resolved three-dimensional segmentation of the left ventricle. In: Proceedings of IEEE Computers in Cardiology, vol. 32, Lyon, France, pp. 599-602.
    • (2005) , vol.32 , pp. 599-602
    • Heiberg, E.1    Wigström, L.2    Carlsson, M.3    Bolger, A.4    Karlsson, M.5
  • 40
    • 70349090032 scopus 로고    scopus 로고
    • Statistical shape models for 3D medical image segmentation: a review
    • Heimann T., Meinzer H.-P. Statistical shape models for 3D medical image segmentation: a review. Medical Image Analysis 2009, 13(4):543-563.
    • (2009) Medical Image Analysis , vol.13 , Issue.4 , pp. 543-563
    • Heimann, T.1    Meinzer, H.-P.2
  • 41
    • 36349008107 scopus 로고    scopus 로고
    • Dynamic texture based heart localization and segmentation in 4-D cardiac images
    • In: Proceedings of the IEEE Intl Symposium on Biomedical Imaging: From Nano to Macro (ISBI),
    • Huang, J., Huang, X., Metaxas, D., Axel, L., 2007. Dynamic texture based heart localization and segmentation in 4-D cardiac images. In: Proceedings of the IEEE Intl Symposium on Biomedical Imaging: From Nano to Macro (ISBI), pp. 852-855.
    • (2007) , pp. 852-855
    • Huang, J.1    Huang, X.2    Metaxas, D.3    Axel, L.4
  • 43
    • 33746428453 scopus 로고    scopus 로고
    • Automatic segmentation of the left ventricle in cardiac MR and CT images
    • Jolly M.-P. Automatic segmentation of the left ventricle in cardiac MR and CT images. International Journal of Computer Vision 2006, 70(2):151-163.
    • (2006) International Journal of Computer Vision , vol.70 , Issue.2 , pp. 151-163
    • Jolly, M.-P.1
  • 44
    • 58849108680 scopus 로고    scopus 로고
    • Automatic recovery of the left ventricular blood pool in cardiac cine MR images
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS 5241,
    • Jolly, M.-P., 2008. Automatic recovery of the left ventricular blood pool in cardiac cine MR images. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS 5241, pp. 110-118.
    • (2008) , pp. 110-118
    • Jolly, M.-P.1
  • 47
    • 77955207524 scopus 로고    scopus 로고
    • Combining registration and minimum surfaces for the segmentation of the left ventricle in cardiac cine MR images
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS 5762,
    • Jolly, M.-P., Xue, H., Grady, L., J., Gühring, 2009. Combining registration and minimum surfaces for the segmentation of the left ventricle in cardiac cine MR images. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS 5762, pp. 910-918.
    • (2009) , pp. 910-918
    • Jolly, M.-P.1    Xue, H.2    Grady, L.3    Gühring, J.4
  • 49
    • 84903811834 scopus 로고    scopus 로고
    • A new automated technique for left- and right-ventricular segmentation in magnetic resonance imaging
    • Katouzian, A., Konofagou, E., Prakash, A., 2006. A new automated technique for left- and right-ventricular segmentation in magnetic resonance imaging. Conf. Proc. IEEE Eng. Med. Biol Soc. 1, 3074-3077.
    • (2006) Conf. Proc. IEEE Eng. Med. Biol Soc , vol.1 , pp. 3074-3077
    • Katouzian, A.1    Konofagou, E.2    Prakash, A.3
  • 50
    • 4444326727 scopus 로고    scopus 로고
    • Automated segmentation of the left ventricle in cardiac MRI
    • Kaus M., von Berg J., Weese J., Niessen W., Pekar V. Automated segmentation of the left ventricle in cardiac MRI. Med. Image Anal. 2004, 8(3):245-254.
    • (2004) Med. Image Anal. , vol.8 , Issue.3 , pp. 245-254
    • Kaus, M.1    von Berg, J.2    Weese, J.3    Niessen, W.4    Pekar, V.5
  • 51
    • 0030185675 scopus 로고    scopus 로고
    • Adaptive blood pool segmentation in three-dimensions: application to MR cardiac evaluation
    • Kaushikkar S., Li D., Haale E., Dávila-Román V. Adaptive blood pool segmentation in three-dimensions: application to MR cardiac evaluation. J. Magn. Reson. Imag. 1996, 6:690-697.
    • (1996) J. Magn. Reson. Imag. , vol.6 , pp. 690-697
    • Kaushikkar, S.1    Li, D.2    Haale, E.3    Dávila-Román, V.4
  • 52
    • 33745123356 scopus 로고    scopus 로고
    • Automatic cardiac MRI myocardium segmentation using graphcut
    • In: Proceedings of SPIE, Medical Imaging,
    • Kedenburg, G., Cocosco, C., Köthe, U., Niessen, W., Vonken, E., Viergever, M., 2006. Automatic cardiac MRI myocardium segmentation using graphcut. In: Proceedings of SPIE, Medical Imaging, vol. 6144.
    • (2006) , vol.6144
    • Kedenburg, G.1    Cocosco, C.2    Köthe, U.3    Niessen, W.4    Vonken, E.5    Viergever, M.6
  • 53
    • 0033012517 scopus 로고    scopus 로고
    • Automatic detection of left ventricular contours from cardiac cine magnetic resonance imaging using fuzzy logic
    • Lalande A., Legrand L., Walker P., Guy F., Cottin Y., Roy S., Brunotte F. Automatic detection of left ventricular contours from cardiac cine magnetic resonance imaging using fuzzy logic. Investig. Radiol. 1999, 34(3):211-217.
    • (1999) Investig. Radiol. , vol.34 , Issue.3 , pp. 211-217
    • Lalande, A.1    Legrand, L.2    Walker, P.3    Guy, F.4    Cottin, Y.5    Roy, S.6    Brunotte, F.7
  • 54
    • 11144332133 scopus 로고    scopus 로고
    • Left ventricular ejection fraction calculation from automatically selected and processed diastolic and systolic frames in short-axis cine-MRI
    • Lalande A., Salvé N., Comte A., Jaulent M.-C., Legrand L., Walker P., Cottin Y., Wolf J., Brunotte F. Left ventricular ejection fraction calculation from automatically selected and processed diastolic and systolic frames in short-axis cine-MRI. J. Cardiovasc. Magn. Reson. 2004, 6(4):817-827.
    • (2004) J. Cardiovasc. Magn. Reson. , vol.6 , Issue.4 , pp. 817-827
    • Lalande, A.1    Salvé, N.2    Comte, A.3    Jaulent, M.-C.4    Legrand, L.5    Walker, P.6    Cottin, Y.7    Wolf, J.8    Brunotte, F.9
  • 55
    • 57049095894 scopus 로고    scopus 로고
    • Left ventricle segmentation using graph searching on intensity and gradient and a priori knowledge (lvGIGA) for short-axis cardiac magnetic resonance imaging
    • Lee H., Codella N., Cham M., Prince M., Weinsaft J., Wang Y. Left ventricle segmentation using graph searching on intensity and gradient and a priori knowledge (lvGIGA) for short-axis cardiac magnetic resonance imaging. J. Magn. Reson. Imag. 2008, 28(6):1393-1401.
    • (2008) J. Magn. Reson. Imag. , vol.28 , Issue.6 , pp. 1393-1401
    • Lee, H.1    Codella, N.2    Cham, M.3    Prince, M.4    Weinsaft, J.5    Wang, Y.6
  • 56
    • 84937439885 scopus 로고    scopus 로고
    • Time-continuous segmentation of cardiac image sequences using active appearance motion models
    • In: Information Processing in Medical Imaging: 17th International Conference (IPMI). LNCS, Davis, CA, USA,
    • Lelieveldt, B., Mitchell, S., Bosch, J., van der Geest, R., Sonka, M., Reiber, J., 2001. Time-continuous segmentation of cardiac image sequences using active appearance motion models. In: Information Processing in Medical Imaging: 17th International Conference (IPMI). LNCS, Davis, CA, USA, p. 446.
    • (2001) , pp. 446
    • Lelieveldt, B.1    Mitchell, S.2    Bosch, J.3    van der Geest, R.4    Sonka, M.5    Reiber, J.6
  • 57
    • 33846904350 scopus 로고    scopus 로고
    • Model-based graph cut method for segmentation of the left ventricle
    • In: IEEE International Conference of the Engineering in Medicine and Biology Society (EMBS),
    • Lin, X., Cowan, B., Young, A., 2005. Model-based graph cut method for segmentation of the left ventricle. In: IEEE International Conference of the Engineering in Medicine and Biology Society (EMBS), pp. 3059-3062.
    • (2005) , pp. 3059-3062
    • Lin, X.1    Cowan, B.2    Young, A.3
  • 58
    • 79551685467 scopus 로고    scopus 로고
    • Automated detection of left ventricle in 4D MR images: experience from a large study
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS,
    • Lin, X., Cowan, R., Young, A., 2006. Automated detection of left ventricle in 4D MR images: experience from a large study. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS, vol. 9, pp. 728-735.
    • (2006) , vol.9 , pp. 728-735
    • Lin, X.1    Cowan, R.2    Young, A.3
  • 59
    • 33846917469 scopus 로고    scopus 로고
    • Right ventricle extraction by low level and model-based algorithm
    • In: Proceedings of the IEEE Engineering in Medicine and Biology Society (EMBS),
    • Liu, N., Strugnell, W., Slaughter, R., Riley, R., Crozier, S., Wilson, S., Liu, F., Appleton, B., Trakic, A., Wei, Q., 2005. Right ventricle extraction by low level and model-based algorithm. In: Proceedings of the IEEE Engineering in Medicine and Biology Society (EMBS), pp. 1607-1610.
    • (2005) , pp. 1607-1610
    • Liu, N.1    Strugnell, W.2    Slaughter, R.3    Riley, R.4    Crozier, S.5    Wilson, S.6    Liu, F.7    Appleton, B.8    Trakic, A.9    Wei, Q.10
  • 60
    • 77951702780 scopus 로고    scopus 로고
    • Heart Disease and Stroke Statistics - 2010 Update. American Heart Association
    • Lloyd-Jones, D., 2010. Heart Disease and Stroke Statistics - 2010 Update. American Heart Association.
    • (2010)
    • Lloyd-Jones, D.1
  • 62
    • 84974712427 scopus 로고    scopus 로고
    • Atlas-based segmentation and tracking of 3D cardiac MR images using non-rigid registration
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS, Tokyo, Japan,
    • Lorenzo-Valdés, M., Sanchez-Ortiz, G., Mohiaddin, R., Rueckert, D., 2002. Atlas-based segmentation and tracking of 3D cardiac MR images using non-rigid registration. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS, Tokyo, Japan, pp. 642-650.
    • (2002) , pp. 642-650
    • Lorenzo-Valdés, M.1    Sanchez-Ortiz, G.2    Mohiaddin, R.3    Rueckert, D.4
  • 63
    • 4444300723 scopus 로고    scopus 로고
    • Statistical shape model of atria, ventricles and epicardium from short- and long-axis MR images
    • Lötjönen J., Kivistö S., Koikkalainen J., Smutek D., Lauerma K. Statistical shape model of atria, ventricles and epicardium from short- and long-axis MR images. Med. Image Anal. 2004, 8(3):371-386.
    • (2004) Med. Image Anal. , vol.8 , Issue.3 , pp. 371-386
    • Lötjönen, J.1    Kivistö, S.2    Koikkalainen, J.3    Smutek, D.4    Lauerma, K.5
  • 65
    • 32644476684 scopus 로고    scopus 로고
    • Automatic segmentation of the left ventricle cavity and myocardium in MRI data
    • Lynch M., Ghita O., Whelan P. Automatic segmentation of the left ventricle cavity and myocardium in MRI data. Comput. Biol. Med. 2006, 36(4):389-407.
    • (2006) Comput. Biol. Med. , vol.36 , Issue.4 , pp. 389-407
    • Lynch, M.1    Ghita, O.2    Whelan, P.3
  • 66
    • 33746192504 scopus 로고    scopus 로고
    • Left-ventricle myocardium segmentation using a coupled level-set with a priori knowledge
    • Lynch M., Ghita O., Whelan P. Left-ventricle myocardium segmentation using a coupled level-set with a priori knowledge. Comput. Med. Imag. Graph. 2006, 30(4):255-262.
    • (2006) Comput. Med. Imag. Graph. , vol.30 , Issue.4 , pp. 255-262
    • Lynch, M.1    Ghita, O.2    Whelan, P.3
  • 67
    • 41649111716 scopus 로고    scopus 로고
    • Segmentation of the left ventricle of the heart in 3D+t MRI data using an optimised non-rigid temporal model
    • Lynch M., Ghita O., Whelan P. Segmentation of the left ventricle of the heart in 3D+t MRI data using an optimised non-rigid temporal model. IEEE Trans. Med. Imag. 2008, 27(2):195-203.
    • (2008) IEEE Trans. Med. Imag. , vol.27 , Issue.2 , pp. 195-203
    • Lynch, M.1    Ghita, O.2    Whelan, P.3
  • 68
    • 33745045410 scopus 로고    scopus 로고
    • Automated vs. manual assessment of left ventricular function in cardiac multidetector row computed tomography: comparison with magnetic resonance imaging
    • Mahnken A., Mühlenbruch G., Koos R., Stanzel S., Busch P., Niethammer M., Günther R., Wildberger J. Automated vs. manual assessment of left ventricular function in cardiac multidetector row computed tomography: comparison with magnetic resonance imaging. J. Eur. Radiol. 2006, 16(7):1416-1423.
    • (2006) J. Eur. Radiol. , vol.16 , Issue.7 , pp. 1416-1423
    • Mahnken, A.1    Mühlenbruch, G.2    Koos, R.3    Stanzel, S.4    Busch, P.5    Niethammer, M.6    Günther, R.7    Wildberger, J.8
  • 71
    • 0033687147 scopus 로고    scopus 로고
    • Segmentation of cardiac MR images: an active appearance model approach
    • In: Proceedings of SPIE, Medical Imaging
    • Mitchell, S., Lelieveldt, B., van der Geest, R., Bosch, J., Reiber, J., Sonka, M., 2000. Segmentation of cardiac MR images: an active appearance model approach. In: Proceedings of SPIE, Medical Imaging, vol. 3979, pp. 224-234.
    • (2000) , vol.3979 , pp. 224-234
    • Mitchell, S.1    Lelieveldt, B.2    Van der Geest, R.3    Bosch, J.4    Reiber, J.5    Sonka, M.6
  • 72
    • 0035324512 scopus 로고    scopus 로고
    • Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images
    • Mitchell S., Lelieveldt B., van der Geest R., Bosch J., Reiber J., Sonka M. Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images. IEEE Trans. Med. Imag. 2001, 20(5):415-423.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.5 , pp. 415-423
    • Mitchell, S.1    Lelieveldt, B.2    van der Geest, R.3    Bosch, J.4    Reiber, J.5    Sonka, M.6
  • 73
    • 10844239822 scopus 로고    scopus 로고
    • 4D deformable models with temporal constraints: application to 4D cardiac image segmentation
    • Montagnat J., Delingette H. 4D deformable models with temporal constraints: application to 4D cardiac image segmentation. Med. Image Anal. 2005, 9(1):87-100.
    • (2005) Med. Image Anal. , vol.9 , Issue.1 , pp. 87-100
    • Montagnat, J.1    Delingette, H.2
  • 74
    • 0031878167 scopus 로고    scopus 로고
    • Automatic assessment of cardiac function from short-axis MRI: procedure and clinical evaluation
    • Nachtomy E., Cooperstein R., Vaturi M., Bosak E., Vered Z., Akselrod S. Automatic assessment of cardiac function from short-axis MRI: procedure and clinical evaluation. Magn. Reson. Imag. 1998, 16:365-376.
    • (1998) Magn. Reson. Imag. , vol.16 , pp. 365-376
    • Nachtomy, E.1    Cooperstein, R.2    Vaturi, M.3    Bosak, E.4    Vered, Z.5    Akselrod, S.6
  • 77
    • 33746434463 scopus 로고    scopus 로고
    • Comprehensive cardiovascular image analysis using MR and CT at Siemens Corporate Research
    • O'Donnell T., Funka-Lea G., Tek H., Jolly M.-P., Rasch M. Comprehensive cardiovascular image analysis using MR and CT at Siemens Corporate Research. Int. J. Comput. Vis. 2006, 70(2):165-178.
    • (2006) Int. J. Comput. Vis. , vol.70 , Issue.2 , pp. 165-178
    • O'Donnell, T.1    Funka-Lea, G.2    Tek, H.3    Jolly, M.-P.4    Rasch, M.5
  • 78
    • 4143083980 scopus 로고    scopus 로고
    • Active shape models with invariant optimal features (IOF-ASM) - application to cardiac MRI segmentation
    • Comput. Cardiol.
    • Ordas, S., Boisrobert, L., Huguet, M., Frangi, A., 2003. Active shape models with invariant optimal features (IOF-ASM) - application to cardiac MRI segmentation. Comput. Cardiol. 30, 633-636.
    • (2003) , vol.30 , pp. 633-636
    • Ordas, S.1    Boisrobert, L.2    Huguet, M.3    Frangi, A.4
  • 79
    • 24944530117 scopus 로고    scopus 로고
    • Statistical modeling and segmentation in cardiac MRI using a grid computing approach
    • In: Advances in Grid Computing - EGC 2005. LNCS,
    • Ordas, S., van Assen, H., Boisrobert, L., Laucelli, M., Puente, J., Lelieveldt, B., Frangi, A., 2005. Statistical modeling and segmentation in cardiac MRI using a grid computing approach. In: Advances in Grid Computing - EGC 2005. LNCS, pp. 6-15.
    • (2005) , pp. 6-15
    • Ordas, S.1    van Assen, H.2    Boisrobert, L.3    Laucelli, M.4    Puente, J.5    Lelieveldt, B.6    Frangi, A.7
  • 80
    • 44749084234 scopus 로고
    • Fronts propagating with curvature-dependent speed: algorithms based on hamiltonjacobi formulation
    • Osher S., Sethian J. Fronts propagating with curvature-dependent speed: algorithms based on hamiltonjacobi formulation. J. Comput. Phys. 1988, 79:12-49.
    • (1988) J. Comput. Phys. , vol.79 , pp. 12-49
    • Osher, S.1    Sethian, J.2
  • 81
    • 0018306059 scopus 로고
    • A threshold selection method for gray-level histograms
    • Otsu N. A threshold selection method for gray-level histograms. IEEE Trans. Syst. Man. Cybernet. 1979, 1:62-66.
    • (1979) IEEE Trans. Syst. Man. Cybernet. , vol.1 , pp. 62-66
    • Otsu, N.1
  • 82
    • 0036628472 scopus 로고    scopus 로고
    • Estimating 3D left ventricular deformation from 3D medical image sequences using biomechanical models
    • Papademetris X., Sinusas A., Dione D., Constable R., Duncan J. Estimating 3D left ventricular deformation from 3D medical image sequences using biomechanical models. IEEE Trans. Med. Imag. 2002, 21(7):786-800.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , Issue.7 , pp. 786-800
    • Papademetris, X.1    Sinusas, A.2    Dione, D.3    Constable, R.4    Duncan, J.5
  • 83
    • 0036891611 scopus 로고    scopus 로고
    • A variational approach for the segmentation of the left ventricle in cardiac image analysis
    • Paragios N. A variational approach for the segmentation of the left ventricle in cardiac image analysis. Int. J. Comput. Vis. 2002, 50(3):345-362.
    • (2002) Int. J. Comput. Vis. , vol.50 , Issue.3 , pp. 345-362
    • Paragios, N.1
  • 84
    • 84948736390 scopus 로고    scopus 로고
    • Knowledge-based registration and segmentation of the left ventricle: A level set approach
    • In: Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV),
    • Paragios, N., Rousson, M., Ramesh, V., 2002. Knowledge-based registration and segmentation of the left ventricle: a level set approach. In: Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV), pp. 37-42.
    • (2002) , pp. 37-42
    • Paragios, N.1    Rousson, M.2    Ramesh, V.3
  • 85
    • 68949162065 scopus 로고    scopus 로고
    • Haar-like features with optimally weighted rectangles for rapid object detection
    • Pavani S.-K., Delgado D., Frangi A. Haar-like features with optimally weighted rectangles for rapid object detection. Patt. Recog. 2010, 43(1):160-172.
    • (2010) Patt. Recog. , vol.43 , Issue.1 , pp. 160-172
    • Pavani, S.-K.1    Delgado, D.2    Frangi, A.3
  • 88
    • 85049525956 scopus 로고    scopus 로고
    • A FEM-based deformable model for the 3D segmentation and tracking of the heart in cardiac MRI
    • In: Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis (ISPA), Pula, Croatia,
    • Pham, Q., Vincent, F., Clarysse, P., Croisille, P., Magnin, I., 2001. A FEM-based deformable model for the 3D segmentation and tracking of the heart in cardiac MRI. In: Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis (ISPA), Pula, Croatia, pp. 250-254.
    • (2001) , pp. 250-254
    • Pham, Q.1    Vincent, F.2    Clarysse, P.3    Croisille, P.4    Magnin, I.5
  • 89
    • 18844373951 scopus 로고    scopus 로고
    • STACS: new active contour scheme for cardiac MR image segmentation
    • Pluempitiwiriyawej C., Moura J., Wu Y., Ho C. STACS: new active contour scheme for cardiac MR image segmentation. IEEE Trans. Med. Imag. 2005, 24(5):593-603.
    • (2005) IEEE Trans. Med. Imag. , vol.24 , Issue.5 , pp. 593-603
    • Pluempitiwiriyawej, C.1    Moura, J.2    Wu, Y.3    Ho, C.4
  • 90
    • 0029325084 scopus 로고
    • Contour extraction from cardiac MRI studies using snakes
    • Ranganath S. Contour extraction from cardiac MRI studies using snakes. IEEE Trans. Med. Imag. 1995, 14(2):328-338.
    • (1995) IEEE Trans. Med. Imag. , vol.14 , Issue.2 , pp. 328-338
    • Ranganath, S.1
  • 92
    • 20444450557 scopus 로고    scopus 로고
    • A non rigid registration approach for quantifying myocardial contraction in tagged MRI using generalized information measures
    • Rougon N., Petitjean C., Cluzel P., Prêteux F., Grenier P. A non rigid registration approach for quantifying myocardial contraction in tagged MRI using generalized information measures. Med. Image Anal. 2005, 9(4):353-375.
    • (2005) Med. Image Anal. , vol.9 , Issue.4 , pp. 353-375
    • Rougon, N.1    Petitjean, C.2    Cluzel, P.3    Prêteux, F.4    Grenier, P.5
  • 93
  • 94
    • 5644289748 scopus 로고    scopus 로고
    • Model-based segmentation of cardiac MRI cine sequences: A bayesian formulation
    • In: Fitzpatrick, J., Sonka, M. (Eds.), Proceedings of SPIE, Medical Imaging,
    • Sénégas, J., Cocosco, C., Netsch, T., 2004. Model-based segmentation of cardiac MRI cine sequences: a bayesian formulation. In: Fitzpatrick, J., Sonka, M. (Eds.), Proceedings of SPIE, Medical Imaging, vol. 5370, pp. 432-443.
    • (2004) , vol.5370 , pp. 432-443
    • Sénégas, J.1    Cocosco, C.2    Netsch, T.3
  • 95
    • 0142148269 scopus 로고    scopus 로고
    • Deformable biomechanical models: application to 4D cardiac image analysis
    • Sermesant M., Forest C., Pennec X., Delingette H., Ayache N. Deformable biomechanical models: application to 4D cardiac image analysis. Med. Image Anal. 2003, 7(4):475-488.
    • (2003) Med. Image Anal. , vol.7 , Issue.4 , pp. 475-488
    • Sermesant, M.1    Forest, C.2    Pennec, X.3    Delingette, H.4    Ayache, N.5
  • 97
    • 1642540080 scopus 로고    scopus 로고
    • Accurate quantification of right ventricular mass at MR imaging by using cine true fast imaging with steady-state precession: study in dogs
    • Shors S., Fung C., François C., Finn P., Fieno D. Accurate quantification of right ventricular mass at MR imaging by using cine true fast imaging with steady-state precession: study in dogs. Radiology 2004, 230(2):383-388.
    • (2004) Radiology , vol.230 , Issue.2 , pp. 383-388
    • Shors, S.1    Fung, C.2    François, C.3    Finn, P.4    Fieno, D.5
  • 98
    • 0026943804 scopus 로고
    • Boundary finding with parametrically deformable models
    • Staib L., Duncan J. Boundary finding with parametrically deformable models. IEEE Trans. Patt. Anal. Mach. Intell. 1992, 14(11):1061-1075.
    • (1992) IEEE Trans. Patt. Anal. Mach. Intell. , vol.14 , Issue.11 , pp. 1061-1075
    • Staib, L.1    Duncan, J.2
  • 101
    • 23844554882 scopus 로고    scopus 로고
    • Bi-temporal 3D active appearance models with applications to unsupervised ejection fraction estimation
    • In: International Symposium on Medical Imaging 2005, San Diego, CA, Proceedings of SPIE,
    • Stegmann, M., Pedersen, D., 2005. Bi-temporal 3D active appearance models with applications to unsupervised ejection fraction estimation. In: International Symposium on Medical Imaging 2005, San Diego, CA, Proceedings of SPIE, vol. 5747, pp. 336-350.
    • (2005) , vol.5747 , pp. 336-350
    • Stegmann, M.1    Pedersen, D.2
  • 102
    • 0032762144 scopus 로고    scopus 로고
    • An overlap invariant entropy measure of 3D medical image alignment
    • Studholme C., Hill D., Hawkes D. An overlap invariant entropy measure of 3D medical image alignment. Patt. Recog. 1999, 32(1):71-86.
    • (1999) Patt. Recog. , vol.32 , Issue.1 , pp. 71-86
    • Studholme, C.1    Hill, D.2    Hawkes, D.3
  • 103
    • 26444487670 scopus 로고    scopus 로고
    • Segmenting and tracking the left ventricle by learning the dynamics in cardiac images
    • In: Proceedings of the Information Processing in Medical Imaging Conference (IPMI),
    • Sun, W., Cetin, M., Chan, R., Reddy, V., Holmvang, G., Chandar, V., Willsky, A., 2005. Segmenting and tracking the left ventricle by learning the dynamics in cardiac images. In: Proceedings of the Information Processing in Medical Imaging Conference (IPMI), pp. 553-565.
    • (2005) , pp. 553-565
    • Sun, W.1    Cetin, M.2    Chan, R.3    Reddy, V.4    Holmvang, G.5    Chandar, V.6    Willsky, A.7
  • 104
    • 0034345496 scopus 로고    scopus 로고
    • Computer vision, pattern recognition and image processing in left ventricle segmentation: the last 50 years
    • Suri J. Computer vision, pattern recognition and image processing in left ventricle segmentation: the last 50 years. Patt. Anal. Appl. 2000, 3(3):209-242.
    • (2000) Patt. Anal. Appl. , vol.3 , Issue.3 , pp. 209-242
    • Suri, J.1
  • 107
    • 0344823767 scopus 로고    scopus 로고
    • ICA vs. PCA active appearance models: application to cardiac MR segmentation
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI),
    • Üzümcü, M., Frangi, A., Sonka, M., Reiber, J., Lelieveldt, B., 2003. ICA vs. PCA active appearance models: application to cardiac MR segmentation. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 451-458.
    • (2003) , pp. 451-458
    • Üzümcü, M.1    Frangi, A.2    Sonka, M.3    Reiber, J.4    Lelieveldt, B.5
  • 108
    • 33645082720 scopus 로고    scopus 로고
    • Time continuous tracking and segmentation of cardiovascular magnetic resonance images using multidimensional dynamic programming
    • Üzümcü M., van der Geest R., Swingen C., Reiber J., Lelieveldt B. Time continuous tracking and segmentation of cardiovascular magnetic resonance images using multidimensional dynamic programming. Invest. Radiol. 2006, 41(1):52-62.
    • (2006) Invest. Radiol. , vol.41 , Issue.1 , pp. 52-62
    • Üzümcü, M.1    van der Geest, R.2    Swingen, C.3    Reiber, J.4    Lelieveldt, B.5
  • 110
    • 0003325801 scopus 로고
    • Automated detection of left ventricular epi- and endocardial contours in short-axis MR images
    • In: Computers in Cardiology, Bethesda, MD, USA,
    • van der Geest, R., Jansen, E., Buller, V., Reiber, J., 1994. Automated detection of left ventricular epi- and endocardial contours in short-axis MR images. In: Computers in Cardiology, Bethesda, MD, USA, pp. 33-36.
    • (1994) , pp. 33-36
    • van der Geest, R.1    Jansen, E.2    Buller, V.3    Reiber, J.4
  • 111
    • 0035680116 scopus 로고    scopus 로고
    • Rapid object detection using a boosted cascade of simple features
    • In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition,
    • Viola, P., Jones, M., 2001. Rapid object detection using a boosted cascade of simple features. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 511-518.
    • (2001) , pp. 511-518
    • Viola, P.1    Jones, M.2
  • 112
    • 0032947433 scopus 로고    scopus 로고
    • Determination of normal regional left ventricular function from cine-MR images using a semi-automated edge detection method
    • Waiter G., McKiddie F., Redpath T., Semple S., Trent R. Determination of normal regional left ventricular function from cine-MR images using a semi-automated edge detection method. Magn. Reson. Imag. 1999, 17(1):99-107.
    • (1999) Magn. Reson. Imag. , vol.17 , Issue.1 , pp. 99-107
    • Waiter, G.1    McKiddie, F.2    Redpath, T.3    Semple, S.4    Trent, R.5
  • 113
    • 34147185105 scopus 로고    scopus 로고
    • Segmentation of the left ventricle from cardiac MR images based on degenerated minimal surface diffusion and shape priors
    • In: Proceedings of the 18th International Conference on Pattern Recognition (ICPR),
    • Wang, Y., Jia, Y., 2006. Segmentation of the left ventricle from cardiac MR images based on degenerated minimal surface diffusion and shape priors. In: Proceedings of the 18th International Conference on Pattern Recognition (ICPR), vol. 4, pp. 671-674.
    • (2006) , vol.4 , pp. 671-674
    • Wang, Y.1    Jia, Y.2
  • 114
    • 0031195396 scopus 로고    scopus 로고
    • Learning-based ventricle detection from cardiac MR and CT images
    • Weng J., Singh A., Chiu M. Learning-based ventricle detection from cardiac MR and CT images. IEEE Trans. Med. Imag. 1997, 16(4):378-391.
    • (1997) IEEE Trans. Med. Imag. , vol.16 , Issue.4 , pp. 378-391
    • Weng, J.1    Singh, A.2    Chiu, M.3
  • 116
    • 0001175680 scopus 로고    scopus 로고
    • Medical image segmentation using deformable models
    • SPIE Press, Handbook of Medical Imaging
    • Xu C., Pham D.L., Prince J.L. Medical image segmentation using deformable models. Medical Image Processing and Analysis 2000, vol. 2:129-174. SPIE Press.
    • (2000) Medical Image Processing and Analysis , vol.2 , pp. 129-174
    • Xu, C.1    Pham, D.L.2    Prince, J.L.3
  • 118
    • 35448934342 scopus 로고    scopus 로고
    • Boundary element method-based regularization for recovering of LV deformation
    • Yan P., Sinusas A., Duncan J.S. Boundary element method-based regularization for recovering of LV deformation. Med. Image Anal. 2007, 11(6):540-554.
    • (2007) Med. Image Anal. , vol.11 , Issue.6 , pp. 540-554
    • Yan, P.1    Sinusas, A.2    Duncan, J.S.3
  • 119
    • 20444414876 scopus 로고    scopus 로고
    • Myocardial border detection by branch-and-bound dynamic programming in magnetic resonance images
    • Yeh J., Fua J., Wua C., Lina H., Chaib J. Myocardial border detection by branch-and-bound dynamic programming in magnetic resonance images. Comput. Methods Programs Biomed. 2005, 79(1):19-29.
    • (2005) Comput. Methods Programs Biomed. , vol.79 , Issue.1 , pp. 19-29
    • Yeh, J.1    Fua, J.2    Wua, C.3    Lina, H.4    Chaib, J.5
  • 121
    • 33750272353 scopus 로고    scopus 로고
    • Improving segmentation of the left ventricle using a two-component statistical model
    • In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS,
    • Zambal, S., Hladuvka, J., Bühler, K., 2006. Improving segmentation of the left ventricle using a two-component statistical model. In: Proceedings of Medical Image Computing and Computer-Assisted Intervention (MICCAI). LNCS, pp. 151-158.
    • (2006) , pp. 151-158
    • Zambal, S.1    Hladuvka, J.2    Bühler, K.3
  • 122
    • 76249125450 scopus 로고    scopus 로고
    • 4-D cardiac MR image analysis: left and right ventricular morphology and function
    • Zhang H., Wahle A., Johnson R., Scholz T., Sonka M. 4-D cardiac MR image analysis: left and right ventricular morphology and function. IEEE Trans. Med. Imag. 2010, 29(2):350-364.
    • (2010) IEEE Trans. Med. Imag. , vol.29 , Issue.2 , pp. 350-364
    • Zhang, H.1    Wahle, A.2    Johnson, R.3    Scholz, T.4    Sonka, M.5
  • 123
    • 43449124741 scopus 로고    scopus 로고
    • Robust registration between cardiac MRI images and atlas for segmentation propagation
    • In: Society of Photo-Optical Instrumentation Engineers (SPIE) Conference,
    • Zhuang, X., Hawkes, D., Crum, W., Boubertakh, R., Uribe, S., Atkinson, D., Batchelor, P., Schaeffter, T., Razavi, R., Hill, D., 2008. Robust registration between cardiac MRI images and atlas for segmentation propagation. In: Society of Photo-Optical Instrumentation Engineers (SPIE) Conference, p. 691408.
    • (2008) , pp. 691408
    • Zhuang, X.1    Hawkes, D.2    Crum, W.3    Boubertakh, R.4    Uribe, S.5    Atkinson, D.6    Batchelor, P.7    Schaeffter, T.8    Razavi, R.9    Hill, D.10
  • 124
    • 0036028374 scopus 로고    scopus 로고
    • Dynamic deformable models for 3D MRI heart segmentation
    • In: Proceedings of SPIE. Medical Imaging,
    • Zhukov, L., Bao, J., Guskov, I., Wood, J., Breen, D., 2002. Dynamic deformable models for 3D MRI heart segmentation. In: Proceedings of SPIE. Medical Imaging, pp. 1398-1405.
    • (2002) , pp. 1398-1405
    • Zhukov, L.1    Bao, J.2    Guskov, I.3    Wood, J.4    Breen, D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.