{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:12:00Z","timestamp":1761581520731,"version":"3.37.3"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2017,2,3]],"date-time":"2017-02-03T00:00:00Z","timestamp":1486080000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Biomedical Engineering Programme (BEP) Grant, A*STAR, Singapore","award":["132 148 0012"],"award-info":[{"award-number":["132 148 0012"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1007\/s11517-017-1614-1","type":"journal-article","created":{"date-parts":[[2017,2,3]],"date-time":"2017-02-03T18:13:50Z","timestamp":1486145630000},"page":"1563-1577","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Automatic segmentation of left ventricle cavity from short-axis cardiac magnetic resonance images"],"prefix":"10.1007","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7002-4564","authenticated-orcid":false,"given":"Xulei","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qing","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,2,3]]},"reference":[{"key":"1614_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern recognition with fuzzy objective function algorithms","author":"JC Bezdek","year":"1981","unstructured":"Bezdek JC (1981) Pattern recognition with fuzzy objective function algorithms. Plenum Press, New York"},{"issue":"4","key":"1614_CR2","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1023\/A:1005755819752","volume":"13","author":"AO Boudraa","year":"1997","unstructured":"Boudraa AO (1997) Automated detection of the left ventricular region in magnetic resonance images by fuzzy C-means model. Int J Card Imaging 13(4):347\u2013355","journal-title":"Int J Card Imaging"},{"issue":"3","key":"1614_CR3","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1109\/42.241872","volume":"12","author":"AO Boudraa","year":"1993","unstructured":"Boudraa AO, Mallet JJ, Besson JE, Bouyoucef SE, Champier J (1993) Left ventricle automated detection method in gated isotopic ventriculography using fuzzy clustering. IEEE Trans Med Imaging 12(3):451\u2013465","journal-title":"IEEE Trans Med Imaging"},{"issue":"5","key":"1614_CR4","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1016\/j.compmedimag.2008.03.003","volume":"32","author":"A Bravo","year":"2008","unstructured":"Bravo A, Medina R (2008) An unsupervised clustering framework for automatic segmentation of left ventricle cavity in human heart angiograms. Comput Med Imaging Gr 32(5):396\u2013408","journal-title":"Comput Med Imaging Gr"},{"key":"1614_CR5","unstructured":"Cardiovascular diseases (CVDs) Fact Sheets (online), World Health organization (WHO) (2013). http:\/\/www.who.int\/mediacentre\/factsheets\/fs317\/en\/"},{"key":"1614_CR6","doi-asserted-by":"crossref","unstructured":"Casta C, Clarysse P, Schaerer J, Pousin J (2009) Evaluation of the dynamic deformable elastic template model for the segmentation of the heart in MRI sequences. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/e3nqcw"},{"key":"1614_CR7","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1016\/j.ics.2004.03.179","volume":"1268","author":"CA Cocosco","year":"2004","unstructured":"Cocosco CA, Netsch T, Sngas J, Bystrov D, Niessen WJ, Viergever MA (2004) Automatic cardiac region-of-interest computation in cine 3d structural MRI. Int Congr Ser 1268:126\u20131131","journal-title":"Int Congr Ser"},{"issue":"2","key":"1614_CR8","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1002\/jmri.21451","volume":"28","author":"C Cocosco","year":"2008","unstructured":"Cocosco C, Niessen W, Netsch T, Vonken E, Lund G, Stork A, Viergever M (2008) Automatic image- driven segmentation of the ventricles in cardiac cine MRI. J Magn Reson Imaging 28(2):366\u2013374","journal-title":"J Magn Reson Imaging"},{"key":"1614_CR9","doi-asserted-by":"crossref","unstructured":"Constantinides C, Chenoune Y, Kachenoura N, Roullot E, Mousseaux E, Herment A, Frouin F (2009) Semi-automated cardiac segmentation on cine magnetic resonance images using GVF-Snake deformable models. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/ub0ptg"},{"key":"1614_CR10","doi-asserted-by":"crossref","unstructured":"Huang S, Liu J, Lee LC, Venkatesh SK, Teo LS, Au C, Nowinski WL (2009) Segmentation of the left ventricle from cine MR images using a comprehensive approach. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/nqg9ig"},{"key":"1614_CR11","doi-asserted-by":"crossref","unstructured":"Jolly MP (2008) Automatic recovery of the left ventricular blood pool in cardiac cine MR images. Medical image computing and computer assisted intervention\u2014MICCAI 2008, Lecture notes in computer science 5241: 110\u2013118","DOI":"10.1007\/978-3-540-85988-8_14"},{"key":"1614_CR12","doi-asserted-by":"crossref","unstructured":"Jolly MP (2009) Fully automatic left ventricle segmentation in cardiac cine MR images using registration and minimum surfaces. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/aidt6e"},{"issue":"1","key":"1614_CR13","first-page":"131","volume":"21","author":"D Kang","year":"2012","unstructured":"Kang D, Woo J, Slomka PJ, Dey D, Germano G, Jay-Kuo C (2012) Heart chambers and whole heart segmentation techniques: review. SPIE J Electron Imaging 21(1):131\u2013139","journal-title":"SPIE J Electron Imaging"},{"key":"1614_CR14","doi-asserted-by":"publisher","first-page":"61440A","DOI":"10.1117\/12.653583","volume":"6144","author":"G Kedenburg","year":"2006","unstructured":"Kedenburg G, Cocosco C, Kothe U, Niessen W, Vonken E, Viergever M (2006) Automatic cardiac MRI myocardium segmentation using graphcut. Proc SPIE Med Imaging 6144. doi: 10.1117\/12.653583","journal-title":"Proc SPIE Med Imaging"},{"issue":"1","key":"1614_CR15","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1109\/TIP.2003.818116","volume":"13","author":"SH Leung","year":"2004","unstructured":"Leung SH, Wang SL, Lau WH (2004) Lip image segmentation using fuzzy clustering incorporating an elliptic shape function. IEEE Trans Image Process 13(1):51\u201362","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"1614_CR16","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/j.media.2004.06.005","volume":"8","author":"M Lorenzo-Vald\u00e9s","year":"2004","unstructured":"Lorenzo-Vald\u00e9s M, Sanchez-Ortiz G, Elkington A, Mohiaddin R, Rueckert D (2004) Segmentation of 4D cardiac MR images using a probabilistic atlas and the EM algorithm. Med Image Anal 8(3):255\u2013265","journal-title":"Med Image Anal"},{"key":"1614_CR17","doi-asserted-by":"crossref","unstructured":"Lu Y, Radau P, Connelly K, Dick A, Wright G (2009) Automatic image-driven segmentation of left ventricle in cardiac cine MRI. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.1007\/978-3-642-01932-6_37"},{"issue":"4","key":"1614_CR18","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1016\/j.compbiomed.2005.01.005","volume":"36","author":"M Lynch","year":"2006","unstructured":"Lynch M, Ghita O, Whelan PF (2006) Automatic segmentation of the left ventricle cavity and myocardium in MRI data. Comput Biol Med 36(4):389\u2013407","journal-title":"Comput Biol Med"},{"key":"1614_CR19","doi-asserted-by":"crossref","unstructured":"Marak L, Cousty J, Najman L, Talbot H (2009) 4D Morphological segmentation and the MICCAI LV-segmentation grand challenge. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/2wgozl"},{"issue":"5","key":"1614_CR20","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1109\/42.925294","volume":"20","author":"SC Mitchell","year":"2001","unstructured":"Mitchell SC, Lelieveldt BP, van der Geest RJ, Bosch HG, Reiber JH, Sonka M (2001) Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images. IEEE Trans Med Imaging 20(5):415\u2013423","journal-title":"IEEE Trans Med Imaging"},{"key":"1614_CR21","doi-asserted-by":"crossref","unstructured":"O\u2019Brien S, Ghita O, Whelan PF (2009) Segmenting the left ventricle in 3D using a coupled ASM and a learned non-rigid spatial model. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/529oca"},{"issue":"2","key":"1614_CR22","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1109\/TMI.2010.2086465","volume":"30","author":"SP O\u2019Brien","year":"2011","unstructured":"O\u2019Brien SP, Ghita O, Whelan PF (2011) A novel model-based 3d\u00a0+\u00a0time left ventricular segmentation technique. IEEE Trans Med Imag 30(2):461\u2013474","journal-title":"IEEE Trans Med Imag"},{"issue":"7","key":"1614_CR23","doi-asserted-by":"crossref","first-page":"1425","DOI":"10.1109\/TBME.2006.873684","volume":"53","author":"A Pednekar","year":"2006","unstructured":"Pednekar A, Kurkure U, Muthupillai R, Flamm S, Kakadiaris IA (2006) Automated left ventricular segmentation in cardiac mri. IEEE Trans Biomed Eng 53(7):1425\u20131428","journal-title":"IEEE Trans Biomed Eng"},{"issue":"2","key":"1614_CR24","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.media.2010.12.004","volume":"15","author":"C Petitjean","year":"2011","unstructured":"Petitjean C, Dacher JN (2011) A review of segmentation methods in short axis cardiac MR images. Med Image Anal 15(2):169\u2013184","journal-title":"Med Image Anal"},{"issue":"5","key":"1614_CR25","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1109\/TMI.2005.843740","volume":"24","author":"C Pluempitiwiriyawej","year":"2005","unstructured":"Pluempitiwiriyawej C, Moura J, Wu Y, Ho C (2005) Stacs: new active contour scheme for cardiac mr image segmentation. IEEE Trans Med Imaging 24(5):593\u2013603","journal-title":"IEEE Trans Med Imaging"},{"key":"1614_CR26","doi-asserted-by":"crossref","unstructured":"Radau P, Lu Y, Connelly K, Paul G, Dick AJ, Wright GA (2009) Evaluation framework for algorithms segmenting short axis cardiac MRI. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge, 2009. http:\/\/smial.sri.utoronto.ca\/LV_Challenge\/Home.html","DOI":"10.54294\/g80ruo"},{"issue":"7","key":"1614_CR27","doi-asserted-by":"crossref","first-page":"1238","DOI":"10.1109\/83.847836","volume":"9","author":"MR Rezaee","year":"2000","unstructured":"Rezaee MR, van der Zwet PJ, Lelieveldt BP, van der Geest RJ, Reiber JH (2000) A multiresolution image segmentation technique based on pyramidal segmentation and fuzzy clustering. IEEE Trans Image Process 9(7):1238\u20131248","journal-title":"IEEE Trans Image Process"},{"issue":"5","key":"1614_CR28","doi-asserted-by":"crossref","first-page":"595","DOI":"10.1109\/TITB.2008.926477","volume":"12","author":"HC Assen van","year":"2008","unstructured":"van Assen HC, Danilouchkine MG, Dirksen MS, Reiber JH, Lelieveldt BP (2008) A 3-D active shape model driven by fuzzy inference: application to cardiac CT and MR. IEEE Trans Inf Technol Biomed 12(5):595\u2013605","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"4","key":"1614_CR29","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1109\/42.611346","volume":"16","author":"J Weng","year":"1997","unstructured":"Weng J, Singh A, Chiu M (1997) Learning-based ventricle detection from cardiac MR and CT images. IEEE Trans Med Imaging 16(4):378\u2013391","journal-title":"IEEE Trans Med Imaging"},{"key":"1614_CR30","doi-asserted-by":"crossref","unstructured":"Wijnhout J, Hendriksen D, Van Assen H, Van der Geest R (2009) LV challenge LKEB contribution: fully automated myocardial contour detection. In: MICCAI 2009 workshop on cardiac MR left ventricle segmentation challenge. MIDAS J","DOI":"10.54294\/xvoael"},{"key":"1614_CR31","unstructured":"Yang X, Yeo SY, Lim C, Su Y, Wan M, Zhong L, Tan RS (2013) A framework for auto-segmentation of left ventricle from magnetic resonance images. In: Proceedings of APCOM&ISCM 2013. http:\/\/www.sci-en-tech.com\/apcom2013\/APCOM2013-Proceedings\/PDF_FullPaper\/1121_XuleiYang.pdf"},{"key":"1614_CR32","unstructured":"Yang X, Yeo SY, Su Y, Lim C, Wan M, Zhong L, Tan RS (2013) Left ventricle segmentation by circular shape constrained clustering algorithm. In: Proceedings of APCOM&ISCM 2013. http:\/\/www.sci-en-tech.com\/apcom2013\/APCOM2013-Proceedings\/PDF_FullPaper\/1890_XuleiYang.pdf"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11517-017-1614-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-017-1614-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-017-1614-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,23]],"date-time":"2022-07-23T12:25:54Z","timestamp":1658579154000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11517-017-1614-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,2,3]]},"references-count":32,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2017,9]]}},"alternative-id":["1614"],"URL":"https:\/\/doi.org\/10.1007\/s11517-017-1614-1","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"type":"print","value":"0140-0118"},{"type":"electronic","value":"1741-0444"}],"subject":[],"published":{"date-parts":[[2017,2,3]]}}}