{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T01:35:57Z","timestamp":1769218557608,"version":"3.49.0"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2019,1,28]],"date-time":"2019-01-28T00:00:00Z","timestamp":1548633600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1007\/s11517-019-01952-9","type":"journal-article","created":{"date-parts":[[2019,1,28]],"date-time":"2019-01-28T17:07:04Z","timestamp":1548695224000},"page":"1213-1228","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Image-based clustering and connected component labeling for rapid automated left and right ventricular endocardial volume extraction and segmentation in full cardiac cycle multi-frame MRI images of cardiac patients"],"prefix":"10.1007","volume":"57","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1585-8806","authenticated-orcid":false,"given":"Ayush","family":"Goyal","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,1,28]]},"reference":[{"key":"1952_CR1","unstructured":"Duncan JS, Smeulders A, Lee F, Zaret BL (1988) Measurement of end diastolic shape deformity using bending energy. Comput Cardiol:277\u2013280"},{"key":"1952_CR2","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/978-3-642-73516-5_4","volume":"3","author":"GK Schutthess von","year":"1989","unstructured":"von Schutthess GK (1989) The effects of motion and flow on magnetic resonance imaging. Morphology and Function in MRI 3:43\u201362","journal-title":"Morphology and Function in MRI"},{"issue":"1","key":"1952_CR3","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/42.370402","volume":"14","author":"A Goshtasby","year":"1995","unstructured":"Goshtasby A, Turner DA (1995) Segmentation of cardiac cine MR images for extraction of right and left ventricular chambers. IEEE Trans Med Imaging 14(1):56\u201364","journal-title":"IEEE Trans Med Imaging"},{"issue":"1","key":"1952_CR4","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1148\/radiol.2353040601","volume":"236","author":"T Papavassiliu","year":"2005","unstructured":"Papavassiliu T, K\u00fchl HP, Schr\u00f6der M, S\u00fcselbeck T, Bondarenko O, B\u00f6hm CK, Beek A, Hofman MM, van Rossum AC (2005) Effect of endocardial trabeculae on left ventricular measurements and measurement reproducibility at cardiovascular MR imaging. Radiology 236(1):57\u201364","journal-title":"Radiology"},{"issue":"5","key":"1952_CR5","doi-asserted-by":"publisher","first-page":"777","DOI":"10.1080\/10976640701545073","volume":"9","author":"TD Karamitsos","year":"2007","unstructured":"Karamitsos TD, Hudsmith LE, Selvanayagam JB, Neubauer S, Francis JM (2007) Operator induced variability in left ventricular measurements with cardiovascular magnetic resonance is improved after training. J Cardiovasc Magn Reson 9(5):777\u2013783","journal-title":"J Cardiovasc Magn Reson"},{"issue":"4","key":"1952_CR6","doi-asserted-by":"publisher","first-page":"837","DOI":"10.1081\/JCMR-200036152","volume":"6","author":"A Roussakis","year":"2004","unstructured":"Roussakis A, Baras P, Seimenis I, Andreou J, Danias PG (2004) Relationship of number of phases per cardiac cycle and accuracy of measurement of left ventricular volumes, ejection fraction and mass. J Cardiovasc Magn Reson 6(4):837\u2013844","journal-title":"J Cardiovasc Magn Reson"},{"issue":"1","key":"1952_CR7","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1161\/01.CIR.86.1.159","volume":"86","author":"BF Vandenberg","year":"1992","unstructured":"Vandenberg BF, Rath LS, Stuhlmuller P, Melton HE, Skorton DJ (1992) Estimation of left ventricular cavity area with an on-line, semiautomated echocardiographic edge detection system. Circulation 86(1):159\u2013166","journal-title":"Circulation"},{"issue":"5","key":"1952_CR8","doi-asserted-by":"publisher","first-page":"1117","DOI":"10.1007\/s00330-005-0079-z","volume":"16","author":"G M\u00fchlenbruch","year":"2006","unstructured":"M\u00fchlenbruch G, Das M, Hohl C, Wildberger JE, Rinck D, Flohr TG, Koos R, Knackstedt C, G\u00fcnther RW, Mahnken AH (2006) Global left ventricular function in cardiac CT. Evaluation of an automated 3D region-growing segmentation algorithm. Eur Radiol 16(5):1117\u20131123","journal-title":"Eur Radiol"},{"issue":"6","key":"1952_CR9","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1109\/TMI.2003.814785","volume":"22","author":"N Paragios","year":"2003","unstructured":"Paragios N (2003) A level set approach for shape-driven segmentation and tracking of the left ventricular volume. IEEE Trans Med Imaging 22(6):773\u2013776","journal-title":"IEEE Trans Med Imaging"},{"issue":"12","key":"1952_CR10","doi-asserted-by":"publisher","first-page":"1673","DOI":"10.1109\/83.730379","volume":"7","author":"CW Chen","year":"1998","unstructured":"Chen CW, Luo J, Parker KJ (1998) Image segmentation via adaptive K-mean clustering and knowledge-based morphological operations with biomedical applications. IEEE Trans Image Process 7(12):1673\u20131683","journal-title":"IEEE Trans Image Process"},{"issue":"2","key":"1952_CR11","doi-asserted-by":"publisher","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":"4","key":"1952_CR12","doi-asserted-by":"publisher","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 ventricular volume cavity and myocardium in MRI data. Comput Biol Med 36(4):389\u2013407","journal-title":"Comput Biol Med"},{"issue":"3","key":"1952_CR13","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.media.2004.06.015","volume":"8","author":"MR Kaus","year":"2004","unstructured":"Kaus MR, von Berg J, Weese J, Niessen W, Pekar V (2004) Automated segmentation of the left ventricular volume in cardiac MRI. Med Image Anal 8(3):245\u2013254","journal-title":"Med Image Anal"},{"issue":"3","key":"1952_CR14","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1007\/s100440070008","volume":"3","author":"JS Suri","year":"2000","unstructured":"Suri JS (2000) Computer vision, pattern recognition and image processing in left ventricular volume segmentation: the last 50 years. Pattern Anal Applic 3(3):209\u2013242","journal-title":"Pattern Anal Applic"},{"key":"1952_CR15","doi-asserted-by":"crossref","unstructured":"de Paula TH, Lobosco M, dos Santos RW (2010) A web-based tool for the automatic segmentation of cardiac MRI, In XII Mediterranean Conference on Medical and Biological Engineering and Computing 2010, pp. 667\u2013670, springer Berlin Heidelberg","DOI":"10.1007\/978-3-642-13039-7_168"},{"issue":"3","key":"1952_CR16","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/s11517-008-0401-4","volume":"47","author":"SY Yeo","year":"2009","unstructured":"Yeo SY, Zhong L, Su Y, San Tan R, Ghista DN (2009) A curvature-based approach for left ventricular shape analysis from cardiac magnetic resonance imaging. Medical & Biological Engineering & Computing 47(3):313\u2013322","journal-title":"Medical & Biological Engineering & Computing"},{"key":"1952_CR17","unstructured":"Yang X, Song Q, Su Y (2017) Automatic segmentation of left ventricular volume cavity from short-axis cardiac magnetic resonance images, Medical & Biological Engineering & Computing, pp. 1\u201315"},{"issue":"9","key":"1952_CR18","doi-asserted-by":"publisher","first-page":"841","DOI":"10.1007\/s11517-008-0372-5","volume":"46","author":"EJH Wu","year":"2008","unstructured":"Wu EJH, De Andrade ML, Nicolosi DE, Pontes SC (2008) Artificial neural network: border detection in echocardiography. Medical & Biological Engineering & Computing 46(9):841\u2013848","journal-title":"Medical & Biological Engineering & Computing"},{"issue":"7","key":"1952_CR19","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1109\/TPAMI.2002.1017616","volume":"24","author":"T Kanungo","year":"2002","unstructured":"Kanungo T, Mount DM, Netanyahu NS, Piatko CD, Silverman R, Wu AY (2002) An efficient k-means clustering algorithm: analysis and implementation. IEEE Trans Pattern Anal Mach Intell 24(7):881\u2013892","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"11","key":"1952_CR20","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.1109\/34.969114","volume":"23","author":"Y Boykov","year":"2001","unstructured":"Boykov Y, Veksler O, Zabih R (2001) Fast approximate energy minimization via graph cuts. IEEE Trans Pattern Anal Mach Intell 23(11):1222\u20131239","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1952_CR21","doi-asserted-by":"crossref","unstructured":"Heiberg E, Wigstrom L, Carlsson M, Bolger AF, Karlsson M (2005) Time resolved three-dimensional automated segmentation of the left ventricle, Comput Cardiol pp. 599-602, IEEE","DOI":"10.1109\/CIC.2005.1588172"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11517-019-01952-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-019-01952-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-019-01952-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,27]],"date-time":"2020-01-27T19:08:53Z","timestamp":1580152133000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11517-019-01952-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1,28]]},"references-count":21,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["1952"],"URL":"https:\/\/doi.org\/10.1007\/s11517-019-01952-9","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1,28]]},"assertion":[{"value":"27 March 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 January 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 January 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}