{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T05:46:59Z","timestamp":1751003219910,"version":"3.40.2"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010256","name":"Shanghai Municipal Science and Technology Major Project","doi-asserted-by":"publisher","award":["2021SHZDZX0102"],"award-info":[{"award-number":["2021SHZDZX0102"]}],"id":[{"id":"10.13039\/501100010256","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tim.2024.3449956","type":"journal-article","created":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T17:20:34Z","timestamp":1724779234000},"page":"1-17","source":"Crossref","is-referenced-by-count":2,"title":["Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4518-1306","authenticated-orcid":false,"given":"Yunqing","family":"Liu","sequence":"first","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5200-3241","authenticated-orcid":false,"given":"Chengjin","family":"Qin","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0913-3144","authenticated-orcid":false,"given":"Yuanyuan","family":"Tian","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5040-7269","authenticated-orcid":false,"given":"Mengxiao","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7254-6086","authenticated-orcid":false,"given":"Jinlei","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2691-9643","authenticated-orcid":false,"given":"Yanrui","family":"Jin","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0470-8762","authenticated-orcid":false,"given":"Zhiyuan","family":"Li","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2386-5299","authenticated-orcid":false,"given":"Liqun","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Cardiology, Shanghai First People&#x2019;s Hospital Affiliated to Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6754-258X","authenticated-orcid":false,"given":"Chengliang","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tim.2020.3033072"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-022-01689-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.12.083"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102771"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106110"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105446"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/712474"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.06.002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102326"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106589"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.07.001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.08.011"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.04.012"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.06.027"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(20)30107-2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118398"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocac135"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijcard.2020.04.089"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102262"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2024.105563"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s12555-022-0104-x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11431-024-2734-x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11431-022-2218-9"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12170"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-011-4490-6"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-011-4506-2"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09825-6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11431-020-1647-3"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/cancers12030603"},{"key":"ref31","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref32","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","author":"Howard","year":"2017","journal-title":"arXiv:1704.04861"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2018.00474"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.05.013"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.03.038"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2018.2871510"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.12.037"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105036"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107508"},{"key":"ref40","article-title":"Learning transferable architectures for scalable image recognition","author":"Zoph","year":"2017","journal-title":"arXiv:1707.07012"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.456"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.gsf.2022.101519"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119429"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICUFN55119.2022.9829574"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1088\/2057-1976\/ab1104"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/s23104635"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/INCET57972.2023.10170089"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3269397"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-09194-5"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17804-2"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15432-4"},{"key":"ref52","first-page":"233","article-title":"An analysis of ECG for determining heartbeat case by using the principal component analysis and fuzzy logic","volume":"14","author":"Yeh","year":"2012","journal-title":"Int. J. FUZZY Syst."},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2009.01.004"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CSCI.2016.0155"},{"key":"ref55","first-page":"710","article-title":"Classification of arrhythmia using multi-class support vector machine","volume-title":"Proc. Int. MultiConf. Eng. Comput. Scientists","author":"Li"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/iFUZZY.2012.6409718"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-29153-3"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-016-0094-0"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/51.932724"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e21"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/19\/10367905\/10653731.pdf?arnumber=10653731","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T18:03:12Z","timestamp":1742839392000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10653731\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/tim.2024.3449956","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"type":"print","value":"0018-9456"},{"type":"electronic","value":"1557-9662"}],"subject":[],"published":{"date-parts":[[2024]]}}}