{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T19:24:54Z","timestamp":1775762694295,"version":"3.50.1"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"King's College London and Imperial College London EPSRC Centre for Doctoral Training in Medical Imaging","award":["EP\/L015226\/1"],"award-info":[{"award-number":["EP\/L015226\/1"]}]},{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/R005516\/1"],"award-info":[{"award-number":["EP\/R005516\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/P001009\/1"],"award-info":[{"award-number":["EP\/P001009\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Wellcome EPSRC Centre for Medical Engineering at Kings College London","award":["WT 203148\/Z\/16\/Z"],"award-info":[{"award-number":["WT 203148\/Z\/16\/Z"]}]},{"name":"National Institute for Health Research (NIHR) Biomedical Research Centre Award to Guy and St Thomas NHS Foundation Trust in partnership with King's College London"},{"name":"NIHR Healthcare Technology Cooperative for Cardiovascular Disease at Guys and St Thomas NHS Foundation Trust"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1109\/tbme.2018.2865669","type":"journal-article","created":{"date-parts":[[2018,8,15]],"date-time":"2018-08-15T18:34:21Z","timestamp":1534358061000},"page":"956-966","source":"Crossref","is-referenced-by-count":35,"title":["Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9789-6629","authenticated-orcid":false,"given":"Esther","family":"Puyol-Anton","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8313-5709","authenticated-orcid":false,"given":"Bram","family":"Ruijsink","sequence":"additional","affiliation":[]},{"given":"Bernhard","family":"Gerber","sequence":"additional","affiliation":[]},{"given":"Mihaela Silvia","family":"Amzulescu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6758-2397","authenticated-orcid":false,"given":"Helene","family":"Langet","sequence":"additional","affiliation":[]},{"given":"Mathieu","family":"De Craene","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6107-3009","authenticated-orcid":false,"given":"Julia A.","family":"Schnabel","sequence":"additional","affiliation":[]},{"given":"Paolo","family":"Piro","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9965-7015","authenticated-orcid":false,"given":"Andrew P.","family":"King","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493204"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-017-1026-8_2"},{"key":"ref32","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"scikit","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref31","first-page":"1149","article-title":"Laplacian support vector machines trained in the primal","volume":"12","author":"melacci","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25856-5_16"},{"key":"ref37","author":"armstrong","year":"2012","journal-title":"Feigenbaum's echocardiography"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1152\/ajpheart.01148.2006"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1093\/ehjci\/jeu213"},{"key":"ref34","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.11.007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.007"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2307\/2333955"},{"key":"ref13","first-page":"1","article-title":"Kernel independent component analysis","volume":"3","author":"bach","year":"2002","journal-title":"J Mach Learn Res"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2502248"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2435740"},{"key":"ref16","first-page":"2211","article-title":"Multiple kernel learning algorithms","volume":"12","author":"g\u00f6nen","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.06.007"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59448-4_16"},{"key":"ref19","first-page":"240e","article-title":"2013 ACCF\/AHA guideline for the management of heart failure","volume":"128","author":"yancy","year":"2013","journal-title":"Circulation"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/79.799930"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.10.004"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/42.796284"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.06.002"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.08.009"},{"key":"ref29","article-title":"An introduction to manifolds","author":"tu","year":"2007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.10.002"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.07.003"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2010.12.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.echo.2012.10.005"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2012.2230015"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1161\/hc0402.102975","article-title":"Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart","volume":"105","author":"cerqueira","year":"2002","journal-title":"Circulation"},{"key":"ref20","first-page":"1e","article-title":"HFSA 2010 comprehensive heart failure practice guideline","volume":"6","author":"hfsa","year":"2010"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-715-2_58"},{"key":"ref21","first-page":"75","author":"merlo","year":"2014","journal-title":"Dilated Cardiomyopathy Usefulness of Imaging in Prognostic Stratification and Choice of Treatment"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2013.03.008"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75541-0_1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198510581.001.0001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66185-8_38"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/8669935\/08437130.pdf?arnumber=8437130","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:54:19Z","timestamp":1657745659000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8437130\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4]]},"references-count":38,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2018.2865669","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,4]]}}}