{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,3]],"date-time":"2025-08-03T22:59:19Z","timestamp":1754261959267,"version":"3.41.0"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319594477"},{"type":"electronic","value":"9783319594484"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-59448-4_16","type":"book-chapter","created":{"date-parts":[[2017,5,22]],"date-time":"2017-05-22T13:54:08Z","timestamp":1495461248000},"page":"161-171","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction"],"prefix":"10.1007","author":[{"given":"Maciej","family":"Marciniak","sequence":"first","affiliation":[]},{"given":"Hermenegild","family":"Arevalo","sequence":"additional","affiliation":[]},{"given":"Jacob","family":"Tfelt-Hansen","sequence":"additional","affiliation":[]},{"given":"Kiril A.","family":"Ahtarovski","sequence":"additional","affiliation":[]},{"given":"Thomas","family":"Jespersen","sequence":"additional","affiliation":[]},{"given":"Reza","family":"Jabbari","sequence":"additional","affiliation":[]},{"given":"Charlotte","family":"Glinge","sequence":"additional","affiliation":[]},{"given":"Niels","family":"Vejlstrup","sequence":"additional","affiliation":[]},{"given":"Thomas","family":"Engstrom","sequence":"additional","affiliation":[]},{"given":"Mary M.","family":"Maleckar","sequence":"additional","affiliation":[]},{"given":"Kristin","family":"McLeod","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,5,23]]},"reference":[{"issue":"4","key":"16_CR1","doi-asserted-by":"publisher","first-page":"1161","DOI":"10.1161\/01.CIR.81.4.1161","volume":"81","author":"MA Pfeffer","year":"1990","unstructured":"Pfeffer, M.A., Braunwald, E.: Ventricular remodeling after myocardial infarction. experimental observations and clinical implications. Circulation 81(4), 1161\u20131172 (1990)","journal-title":"Circulation"},{"key":"16_CR2","doi-asserted-by":"publisher","first-page":"1655","DOI":"10.1093\/europace\/euu208","volume":"16","author":"B Gorenek","year":"2014","unstructured":"Gorenek, B., Lundqvist, C.B., Terradellas, J.B., Camm, A.J., Hindricks, G., Huber, K., Kirchhof, P., Kuck, K.H., Kudaiberdieva, G., Lin, T., et al.: Cardiac arrhythmias in acute coronary syndromes: position paper from the joint ehra, acca, and eapci task force. Europace 16, 1655\u20131673 (2014). euu208","journal-title":"Europace"},{"key":"16_CR3","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1016\/j.media.2016.10.002","volume":"35","author":"D Peressutti","year":"2017","unstructured":"Peressutti, D., Sinclair, M., Bai, W., Jackson, T., Ruijsink, J., Nordsletten, D., Asner, L., Hadjicharalambous, M., Rinaldi, C.A., Rueckert, D., et al.: A framework for combining a motion atlas with non-motion information to learn clinically useful biomarkers: application to cardiac resynchronisation therapy response prediction. Med. Image Anal. 35, 669\u2013684 (2017)","journal-title":"Med. Image Anal."},{"issue":"6","key":"16_CR4","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1136\/heartjnl-2011-300814","volume":"98","author":"TF Ismail","year":"2012","unstructured":"Ismail, T.F., Prasad, S.K., Pennell, D.J.: Prognostic importance of late gadolinium enhancement cardiovascular magnetic resonance in cardiomyopathy. Heart 98(6), 438\u2013442 (2012)","journal-title":"Heart"},{"issue":"5","key":"16_CR5","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1016\/j.media.2009.07.007","volume":"13","author":"S Durrleman","year":"2009","unstructured":"Durrleman, S., Pennec, X., Trouv\u00e9, A., Ayache, N.: Statistical models of sets of curves and surfaces based on currents. Med. Image Anal. 13(5), 793\u2013808 (2009)","journal-title":"Med. Image Anal."},{"key":"16_CR6","volume-title":"The Nature of Statistical Learning Theory","author":"V Vapnik","year":"1998","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Wiley, New York (1998)"},{"key":"16_CR7","first-page":"2211","volume":"12","author":"M G\u00f6nen","year":"2011","unstructured":"G\u00f6nen, M., Alpayd\u0131n, E.: Multiple kernel learning algorithms. J. Mach. Learn. Res. 12, 2211\u20132268 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"1","key":"16_CR8","doi-asserted-by":"publisher","first-page":"e001399","DOI":"10.1161\/JAHA.114.001399","volume":"4","author":"R Jabbari","year":"2015","unstructured":"Jabbari, R., Engstr\u00f8m, T., Glinge, C., Risgaard, B., Jabbari, J., Winkel, B.G., Terkelsen, C.J., Tilsted, H.H., Jensen, L.O., Hougaard, M., et al.: Incidence and risk factors of ventricular fibrillation before primary angioplasty in patients with first st-elevation myocardial infarction: a nationwide study in Denmark. J. Am. Heart Assoc. 4(1), e001399 (2015)","journal-title":"J. Am. Heart Assoc."},{"issue":"1","key":"16_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1471-2342-10-1","volume":"10","author":"E Heiberg","year":"2010","unstructured":"Heiberg, E., Sj\u00f6gren, J., Ugander, M., Carlsson, M., Engblom, H., Arheden, H.: Design and validation of segment-freely available software for cardiovascular image analysis. BMC Med. Imaging 10(1), 1 (2010)","journal-title":"BMC Med. Imaging"},{"key":"16_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1007\/978-3-319-52718-5_12","volume-title":"Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges","author":"M Marciniak","year":"2017","unstructured":"Marciniak, M., et al.: From CMR image to patient-specific simulation and population-based analysis: tutorial for an openly available image-processing pipeline. In: Mansi, T., McLeod, K., Pop, M., Rhode, K., Sermesant, M., Young, A. (eds.) STACOM 2016. LNCS, vol. 10124, pp. 106\u2013117. Springer, Cham (2017). doi: 10.1007\/978-3-319-52718-5_12"},{"issue":"2","key":"16_CR11","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1016\/j.ejrad.2007.03.031","volume":"65","author":"K Hergan","year":"2008","unstructured":"Hergan, K., Schuster, A., Fr\u00fchwald, J., Mair, M., Burger, R., T\u00f6pker, M.: Comparison of left and right ventricular volume measurement using the Simpson\u2019s method and the area length method. Eur. J. Radiol. 65(2), 270\u2013278 (2008)","journal-title":"Eur. J. Radiol."},{"key":"16_CR12","first-page":"27","volume":"5","author":"GR Lanckriet","year":"2004","unstructured":"Lanckriet, G.R., Cristianini, N., Bartlett, P., Ghaoui, L.E., Jordan, M.I.: Learning the kernel matrix with semidefinite programming. J. Mach. Learn. Res. 5, 27\u201372 (2004)","journal-title":"J. Mach. Learn. Res."},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"He, J., Chang, S.F., Xie, L.: Fast kernel learning for spatial pyramid matching. In: 2008 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008, pp. 1\u20137. IEEE (2008)","DOI":"10.1109\/CVPR.2008.4587636"},{"issue":"2","key":"16_CR14","doi-asserted-by":"publisher","first-page":"190","DOI":"10.1109\/TCBB.2008.139","volume":"6","author":"S Qiu","year":"2009","unstructured":"Qiu, S., Lane, T.: A framework for multiple kernel support vector regression and its applications to sirna efficacy prediction. IEEE\/ACM Trans. Comput. Biol. Bioinf. 6(2), 190\u2013199 (2009)","journal-title":"IEEE\/ACM Trans. Comput. Biol. Bioinf."},{"key":"16_CR15","doi-asserted-by":"crossref","unstructured":"Cristianini, N., Elisseeff, A., Shawe-Taylor, J., Kandola, J.: On kernel-target alignment. In: Advances in Neural Information Processing Systems (2001)","DOI":"10.7551\/mitpress\/1120.003.0052"}],"container-title":["Lecture Notes in Computer Science","Functional Imaging and Modelling of the Heart"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59448-4_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T18:54:59Z","timestamp":1750272899000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59448-4_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319594477","9783319594484"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59448-4_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"23 May 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"FIMH","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Functional Imaging and Modeling of the Heart","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toronto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 June 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"fimh2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/fimh2017.joomla.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}