{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T22:23:05Z","timestamp":1783030985820,"version":"3.54.6"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"the Ministry of Economy and Competitiveness, research grants","award":["AEI\/10.13039\/5011000110033-PID2019-106623RB"],"award-info":[{"award-number":["AEI\/10.13039\/5011000110033-PID2019-106623RB"]}]},{"name":"the Ministry of Economy and Competitiveness, research grants","award":["IPT-2012-1126-300000"],"award-info":[{"award-number":["IPT-2012-1126-300000"]}]},{"name":"European Union?Next Generation EU in the context of the 2022 Recovery, Transformation, and Resilience","award":["30G1ININ22"],"award-info":[{"award-number":["30G1ININ22"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3317900","type":"journal-article","created":{"date-parts":[[2023,9,21]],"date-time":"2023-09-21T17:46:18Z","timestamp":1695318378000},"page":"103364-103376","source":"Crossref","is-referenced-by-count":9,"title":["Atrial Fibrillation Detection With Spectral Manifolds in Low-Dimensional Latent Spaces"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1340-3234","authenticated-orcid":false,"given":"Carlos-Paul","family":"Bernal-O\u00f1ate","sequence":"first","affiliation":[{"name":"Departamento de Eléctrica, Electrónica y Telecomunicaciones, Universidad de las Fuerzas Armadas—ESPE, Sangolquí, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7519-3167","authenticated-orcid":false,"given":"Enrique V.","family":"Carrera","sequence":"additional","affiliation":[{"name":"Departamento de Eléctrica, Electrónica y Telecomunicaciones, Universidad de las Fuerzas Armadas—ESPE, Sangolquí, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6916-6082","authenticated-orcid":false,"given":"Francisco-Manuel","family":"Melgarejo-Meseguer","sequence":"additional","affiliation":[{"name":"Department of Signal Theory and Communications, Telematics, Computing Systems, Universidad Rey Juan Carlos, Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4866-184X","authenticated-orcid":false,"given":"Rodolfo","family":"Gordillo-Orquera","sequence":"additional","affiliation":[{"name":"Departamento de Eléctrica, Electrónica y Telecomunicaciones, Universidad de las Fuerzas Armadas—ESPE, Sangolquí, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arcadi","family":"Garc\u00ed-A-Alberola","sequence":"additional","affiliation":[{"name":"Arrhythmia Unit, Hospital Clínico Universitario Virgen de la Arrixaca, El Palmar, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0426-8912","authenticated-orcid":false,"given":"Jos\u00e9 Luis","family":"Rojo-\u00e1lvarez","sequence":"additional","affiliation":[{"name":"Department of Signal Theory and Communications, Telematics, Computing Systems, Universidad Rey Juan Carlos, Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph182111302"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-815739-8.00011-0"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104404"},{"key":"ref34","article-title":"UMAP: Uniform manifold approximation and projection for dimension reduction","author":"mcinnes","year":"2018","journal-title":"arXiv 1802 03426"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00392-022-02012-3"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"2527","DOI":"10.3390\/s23052527","article-title":"Different ventricular fibrillation types in low-dimensional latent spaces","volume":"23","author":"nate","year":"2023","journal-title":"SENSORS"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00399-022-00839-x"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2019.8918720"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cjca.2018.05.003"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2926749"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2020.2976507"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/wics.1222"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105168"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-10602-6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-68515-1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2017.065-469"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCRESAHA.120.316401"},{"key":"ref39","author":"rabiner","year":"2011","journal-title":"Theory and Applications of Digital Speech Processing"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2021.3067698"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2007.896450"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.21037\/jtd-19-3875"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCEP.119.007952"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2700488"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.1985.325532"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/cvr\/cvab169"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12030689"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0207-9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.hrthm.2020.02.015"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1017\/9781009089517"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/9781118393550"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehab544"},{"key":"ref44","author":"moody","year":"1992","journal-title":"The MIT-BIH Atrial Fibrillation Database"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehab649"},{"key":"ref43","first-page":"1","article-title":"Feature selection using Lasso","volume":"30","author":"fonti","year":"2017","journal-title":"VU Amsterdam Research Paper in Business Analytics"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2871220"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2918792"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3025374"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2933507"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.03.015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.08.011"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1093\/eurheartj\/ehaa612","article-title":"2020 ESC Guidelines for the diagnosis and management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS): The Task Force for the diagnosis and management of atrial fibrillation of the European Society of Cardiology (ESC) Developed with the special contribution of the European Heart Rhythm Association (EHRA) of the ESC","volume":"42","author":"hindricks","year":"2020","journal-title":"Eur Heart J"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-021-00475-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2015.01.019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/R10-HTC.2017.8289063"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/9781119825449"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10258161.pdf?arnumber=10258161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T18:26:05Z","timestamp":1698085565000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10258161\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3317900","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}