{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:30:54Z","timestamp":1763202654890,"version":"3.28.0"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T00:00:00Z","timestamp":1664236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T00:00:00Z","timestamp":1664236800000},"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":[[2022,9,27]]},"DOI":"10.1109\/bhi56158.2022.9926925","type":"proceedings-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T21:31:26Z","timestamp":1667597486000},"page":"01-04","source":"Crossref","is-referenced-by-count":12,"title":["Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning"],"prefix":"10.1109","author":[{"given":"Thinh","family":"Phan","sequence":"first","affiliation":[{"name":"Chonnam National University,Department of AI Convergence,Gwangju,South Korea,61186"}]},{"given":"Duc","family":"Le","sequence":"additional","affiliation":[{"name":"University of Arkansas,Department of CSCE,Fayetteville,Arkansas,72703"}]},{"given":"Patel","family":"Brijesh","sequence":"additional","affiliation":[{"name":"West Virginia University,Department of Cardiology,Morgantown,WV,26506"}]},{"given":"Donald","family":"Adjeroh","sequence":"additional","affiliation":[{"name":"West Virginia University,Department of CSEE,Morgantown,WV,26506"}]},{"given":"Jingxian","family":"Wu","sequence":"additional","affiliation":[{"name":"University of Arkansas,Department of ELEG,Fayetteville,Arkansas,72703"}]},{"given":"Morten Olgaard","family":"Jensen","sequence":"additional","affiliation":[{"name":"University of Arkansas,Department of Biomedical Engineering,Fayetteville,Arkansas,72703"}]},{"given":"Ngan","family":"Le","sequence":"additional","affiliation":[{"name":"University of Arkansas,Department of CSCE,Fayetteville,Arkansas,72703"}]}],"member":"263","reference":[{"key":"ref38","first-page":"1","article-title":"Diagnostic of multiple cardiac disorders from 12-lead ecgs using graph convolutional net based multi-label classification","author":"jiang","year":"2020","journal-title":"2020 CinC"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.424"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414934"},{"key":"ref31","first-page":"1","article-title":"Madnn: A multi-scale attention deep neural net for arrhythmia classification","author":"duan","year":"2020","journal-title":"2020 CinC"},{"key":"ref30","first-page":"1","article-title":"A topology informed random forest classifier for ecg classification","author":"ignacio","year":"2020","journal-title":"2020 CinC"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.063"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.107"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.095"},{"key":"ref34","first-page":"1","article-title":"Convolutional neural net and rule-based algorithms for classifying 12-lead ecgs","author":"singstad","year":"2020","journal-title":"2020 CinC"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46487-9_40"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.06.062"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2928017"},{"key":"ref13","first-page":"189","article-title":"A novel wavelet sequence based on deep bidirectional lstm net model for ecg signal classification","volume":"96","author":"yildirim","year":"2018","journal-title":"CBM"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_9"},{"key":"ref16","first-page":"843","article-title":"Unsupervised learning of video representations using lstms","author":"srivastava","year":"2015","journal-title":"ICML"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.638"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI52829.2022.9761627"},{"key":"ref19","first-page":"228","article-title":"Cross and learn: Cross-modal self-supervision","author":"sayed","year":"2018","journal-title":"GCPR"},{"key":"ref28","first-page":"2048","article-title":"Show, attend and tell: Neural image caption generation with visual attention","author":"xu","year":"2015","journal-title":"ICML"},{"key":"ref4","first-page":"1","article-title":"Deep reinforcement learning in computer vision: a comprehensive survey","author":"le","year":"2021","journal-title":"Artificial Intelligence Review"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/brainsci12070863"},{"journal-title":"Cardiologist-level arrhythmia detection with convolutional neural networks","year":"2017","author":"rajpurkar","key":"ref6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/abc960"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102193"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15432-4"},{"key":"ref7","first-page":"1","article-title":"Multi-module recurrent convolutional neural net with transformer encoder for ecg arrhythmia classification","author":"le","year":"2021","journal-title":"BHI"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2017.069-336"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.02.016"},{"key":"ref1","first-page":"144","article-title":"Threshold-based detection of p and t-wave in ecg using new feature signal","volume":"8","author":"chouhan","year":"2008","journal-title":"Com Sci & Net Sec"},{"journal-title":"Self-supervised learning via multi-transformation classification for action recognition","year":"2021","author":"vu","key":"ref20"},{"journal-title":"Intra-inter subject self-supervised learning for multivariate cardiac signals","year":"2021","author":"lan","key":"ref22"},{"journal-title":"Clocs Contrastive learning of cardiac signals","year":"2020","author":"kiyasseh","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3099856"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105114"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00065"},{"key":"ref25","volume":"2","author":"hinton","year":"2015","journal-title":"Distilling the knowledge in a neural network"}],"event":{"name":"2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","start":{"date-parts":[[2022,9,27]]},"location":"Ioannina, Greece","end":{"date-parts":[[2022,9,30]]}},"container-title":["2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9926747\/9926739\/09926925.pdf?arnumber=9926925","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T20:20:02Z","timestamp":1669666802000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9926925\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,27]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/bhi56158.2022.9926925","relation":{},"subject":[],"published":{"date-parts":[[2022,9,27]]}}}