{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:11:21Z","timestamp":1783437081902,"version":"3.54.6"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","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":[{"name":"National Institute of Health","award":["1R01HL151240"],"award-info":[{"award-number":["1R01HL151240"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1109\/jbhi.2023.3320585","type":"journal-article","created":{"date-parts":[[2023,9,28]],"date-time":"2023-09-28T17:50:34Z","timestamp":1695923434000},"page":"169-180","source":"Crossref","is-referenced-by-count":21,"title":["Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9608-8312","authenticated-orcid":false,"given":"Zhale","family":"Nowroozilarki","sequence":"first","affiliation":[{"name":"Department of Computer Science Engineering, Texas A&amp;M University, College Station, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2655-2095","authenticated-orcid":false,"given":"Bobak J.","family":"Mortazavi","sequence":"additional","affiliation":[{"name":"Department of Computer Science Engineering, Texas A&amp;M University, College Station, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6358-0458","authenticated-orcid":false,"given":"Roozbeh","family":"Jafari","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, Electrical and Computer Engineering, Computer Science and Engineering, Texas A&amp;M University, College Station, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.4258\/hir.2016.22.3.156"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/nature16521"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.microrel.2018.06.008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-03612-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2298\/SJEE2103291K"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.07.014"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1177\/1460458208096555"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00021"},{"key":"ref9","article-title":"On the role of dataset quality and heterogeneity in model confidence","author":"Zhao","year":"2020"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00106"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00520-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2012.07.020"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3932277"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2292894"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/bioengineering7020053"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2909065"},{"key":"ref17","article-title":"Understanding behavior of clinical models under domain shifts","author":"Thiagarajan","year":"2018"},{"issue":"3","key":"ref18","first-page":"381","article-title":"A noise stress test for arrhythmia detectors","volume":"11","author":"Moody","year":"1984","journal-title":"Comput. Cardiol."},{"issue":"1","key":"ref19","first-page":"12","article-title":"Removal of electromyography noise from ECG for high performance biomedical systems","volume":"8","author":"Prashar","year":"2018","journal-title":"Netw. Biol."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.921150"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCEEE49695.2021.9429569"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2003.808805"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2982935"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21009-0_2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-3994-4"},{"key":"ref26","first-page":"366","article-title":"An application of machine learning to anomaly detection","volume-title":"Proc. 20th Nat. Inf. Syst. Secur. Conf.","author":"Lane","year":"1997"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-73100-7_60"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3444690"},{"key":"ref29","first-page":"89","article-title":"Long short term memory networks for anomaly detection in time series","volume-title":"Proc. Eur. Symp. Artif. Neural Netw.","author":"Malhotra","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2015.7344872"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2886457"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16523"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ITNEC52019.2021.9587207"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107751"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2021.104354"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.03.062"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.07.008"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICSESS.2018.8663857"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/OJEMB.2022.3174806"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/WiCom.2008.2534"},{"key":"ref41","article-title":"Deep temporal clustering: Fully unsupervised learning of time-domain features","author":"Madiraju","year":"2018"},{"key":"ref42","first-page":"3781","article-title":"Learning representations for time series clustering","volume-title":"Proc. 33rd Int. Conf. Neural Inf. Process. Syst.","author":"Ma","year":"2019"},{"key":"ref43","article-title":"Auto-encoding variational bayes","author":"Kingma","year":"2013"},{"issue":"1","key":"ref44","first-page":"1","article-title":"Variational autoencoder based anomaly detection using reconstruction probability","volume":"2","author":"An","year":"2015","journal-title":"Special Lecture IE"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2021.3062597"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2946661"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/51.932724"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-011-0841-3"},{"key":"ref52","article-title":"Umap: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10380963\/10266674.pdf?arnumber=10266674","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T01:30:15Z","timestamp":1705023015000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10266674\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1]]},"references-count":52,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2023.3320585","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1]]}}}