{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T10:35:52Z","timestamp":1783074952409,"version":"3.54.6"},"reference-count":36,"publisher":"Zhejiang University Press","issue":"3","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"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":["Frontiers Inf Technol Electronic Eng"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1631\/fitee.1700413","type":"journal-article","created":{"date-parts":[[2019,4,19]],"date-time":"2019-04-19T02:02:43Z","timestamp":1555639363000},"page":"405-413","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["A novel method based on convolutional neural networks for deriving standard 12-lead ECG from serial 3-lead ECG"],"prefix":"10.1631","volume":"20","author":[{"given":"Lu-di","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ying","family":"Xing","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Na","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mahmood","family":"Movahedipour","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1829-927X","authenticated-orcid":false,"given":"Xiao-guang","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"635","published-online":{"date-parts":[[2019,4,19]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/26\/5\/r01"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/cic.2004.1442896"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/titb.2010.2047754"},{"key":"ref4","volume-title":"End to end learning for self-driving cars","author":"Bojarski","year":"2016"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1515\/bmte.1995.40.s1.317"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2012.6248110"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/s0022-0736(99)90033-x"},{"key":"ref8","first-page":"9","article-title":"Learned from neural networks","volume-title":"Proc 6th Annual Conf of the Advanced School for Computing and Imaging","author":"Duin","year":"2000"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1364\/ao.47.002091"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1161\/01.cir.13.5.737"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/cnna.2010.5430256"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1161\/01.cir.101.23.e215"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/51.715491"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1054\/jelc.2002.37154"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1959.sp006308"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84882-046-3_37"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref18","first-page":"396","article-title":"Handwritten digit recognition with a back-propagation network","volume-title":"Advances in Neural Information Processing Systems","author":"LeCun","year":"1990"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553453"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2017.02.005"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tbme.2006.870253"},{"key":"ref22","volume-title":"Evaluation of 12-Lead Electrocardiogram Reconstruction Methods for Patient Monitoring","author":"Nelwan","year":"2005"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelectrocard.2005.06.013"},{"issue":"1","key":"ref24","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.jelectrocard.2003.10.004","article-title":"Reconstruction of the 12-lead electrocardiogram from reduced lead sets","volume":"37","author":"Nelwan","year":"2004","journal-title":"J Electrocardiol"},{"key":"ref25","volume-title":"Prediction as a Candidate for Learning Deep Hierarchical Models of Data","author":"Palm","year":"2012"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tbme.1985.325532"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/s0022-0736(07)80112-9"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2007.56"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2016.2528162"},{"issue":"1","key":"ref30","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/rbme.2013.2264282"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/37\/11\/1945"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2707472"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2707460"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3934\/medsci.2017.3.274"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/tbme.2016.2640309"}],"updated-by":[{"DOI":"10.1631\/fitee.17e0413","type":"erratum","label":"Erratum","source":"publisher","updated":{"date-parts":[[2019,6,18]],"date-time":"2019-06-18T00:00:00Z","timestamp":1560816000000}}],"container-title":["Frontiers of Information Technology &amp; Electronic Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.1700413.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1631\/FITEE.1700413\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.1700413.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T06:36:02Z","timestamp":1771655762000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1631\/FITEE.1700413"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3]]},"references-count":36,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["1363"],"URL":"https:\/\/doi.org\/10.1631\/fitee.1700413","relation":{},"ISSN":["2095-9184","2095-9230"],"issn-type":[{"value":"2095-9184","type":"print"},{"value":"2095-9230","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3]]},"assertion":[{"value":"22 June 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 January 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 April 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 June 2019","order":4,"name":"change_date","label":"Change Date","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Erratum","order":5,"name":"change_type","label":"Change Type","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The financial support information in the original article is incorrect. The correct information is given below:Project supported by the National Natural Science Foundation of China (No. 61702044), the Fundamental Research Funds for the Central Universities, China (No. 2017RC27), and the BUPT Excellent Ph.D. Students Foundation.","order":6,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}}]}}