{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T10:00:18Z","timestamp":1764842418410,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/embc44109.2020.9175640","type":"proceedings-article","created":{"date-parts":[[2020,8,28]],"date-time":"2020-08-28T01:06:04Z","timestamp":1598576764000},"page":"341-344","source":"Crossref","is-referenced-by-count":10,"title":["Adversarial Multi-Task Learning for Robust End-to-End ECG-based Heartbeat Classification"],"prefix":"10.1109","author":[{"given":"Mostafa","family":"Shahin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ethan","family":"Oo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Beena","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"2096","article-title":"Domain-adversarial training of neural networks","volume":"17","author":"ganin","year":"0","journal-title":"The Journal of Machine Learning Research"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1023\/A:1007379606734","article-title":"Multitask learning","volume":"28","author":"caruana","year":"1997","journal-title":"Machine Learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.316"},{"article-title":"Multiple source domain adaptation with adversarial training of neural networks","year":"2017","author":"zhao","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2018.10.010"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461932"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/51.932724"},{"key":"ref17","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"article-title":"Decoupled weight decay regularization","year":"2017","author":"loshchilov","key":"ref18"},{"article-title":"Unsupervised domain adaptation by backpropagation","year":"2014","author":"ganin","key":"ref19"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.05.014"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2015.12.008"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.10.002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1155\/2011\/643816"},{"key":"ref8","first-page":"1574","article-title":"Towards end-to-end ECG classification with raw signal extraction and deep neural networks","volume":"23","author":"xu","year":"2018"},{"key":"ref7","first-page":"199","article-title":"ECG beat classifier designed by combined neural network model","volume":"38","author":"g\u00fcler","year":"0"},{"article-title":"MIT-BIH Database | Kaggle","year":"2018","author":"mondejar","key":"ref2"},{"article-title":"Heart disease and stroke statistics 2018 at-aglance","year":"2017","author":"association","key":"ref1"},{"key":"ref9","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref20","first-page":"65","article-title":"Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network","volume":"25","author":"hannun","year":"2019"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2017.161-460"}],"event":{"name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society","start":{"date-parts":[[2020,7,20]]},"location":"Montreal, QC, Canada","end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9167168\/9175149\/09175640.pdf?arnumber=9175640","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T16:16:14Z","timestamp":1656346574000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9175640\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/embc44109.2020.9175640","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}