{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T16:11:00Z","timestamp":1778170260890,"version":"3.51.4"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100018996","name":"Hellenic Academic Libraries Link","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100018996","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3631411","type":"journal-article","created":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T18:28:39Z","timestamp":1762885719000},"page":"196374-196387","source":"Crossref","is-referenced-by-count":2,"title":["A Machine Learning-Based Heart Disease Detection Scheme for Predicting Spontaneous Termination of Atrial Fibrillation"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-4459-9249","authenticated-orcid":false,"given":"Anastasios G.","family":"Skrivanos","sequence":"first","affiliation":[{"name":"Department of Informatics and Communications, University of Peloponnese, Tripoli, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8574-8469","authenticated-orcid":false,"given":"Ioannis","family":"Kouretas","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0132-2338","authenticated-orcid":false,"given":"Spyridon K.","family":"Chronopoulos","sequence":"additional","affiliation":[{"name":"Department of Physics, University of Ioannina, Ioannina, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6751-4557","authenticated-orcid":false,"given":"Vasilis","family":"Christofilakis","sequence":"additional","affiliation":[{"name":"Department of Physics, University of Ioannina, Ioannina, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2434-066X","authenticated-orcid":false,"given":"Nikos C.","family":"Sagias","sequence":"additional","affiliation":[{"name":"Department of Informatics and Communications, University of Peloponnese, Tripoli, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8772-2502","authenticated-orcid":false,"given":"Kostas P.","family":"Peppas","sequence":"additional","affiliation":[{"name":"Department of Informatics and Communications, University of Peloponnese, Tripoli, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/ijms23010006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2007.890741"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1161\/01.CTR.101.23.e215"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2004.1442883"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2004.1442885"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.medengphy.2008.01.008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1142\/S0218339015500072"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/245213"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2832610"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2920900"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3116428"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105606"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2020.2976507"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cjco.2021.01.016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelectrocard.2022.11.010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3456028"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2018.2877481"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2020.2981511"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2021.3129316"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE-TW52618.2021.9603160"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2021.3097316"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/PACET56979.2022.9976348"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3237715"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3419814"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3424975"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3379482"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3387444"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2017.2755378"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE59016.2024.10444327"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1049\/iet-spr.2017.0296"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICACOMIT.2015.7440181"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SITIS.2019.00095"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2612059"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(70)90143-4"},{"key":"ref35","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref36","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Representations","author":"Kingma"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0268-3"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2019.2911367"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-018-0921-x"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2004.1442881"},{"key":"ref41","volume-title":"Data and Code: Prediction of Termination of Atrial Fibrillation","author":"Liu","year":"2023"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-5427-3_63"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.54254\/2755-2721\/95\/2024BJ0057"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"23366","DOI":"10.1109\/ACCESS.2023.3253885","article-title":"Predicting coronary heart disease using an improved LightGBM model: Performance analysis and comparison","volume":"11","author":"Yang","year":"2023","journal-title":"IEEE Access"},{"key":"ref45","first-page":"1050","article-title":"Dropout as a Bayesian approximation: Representing model uncertainty in deep learning","volume-title":"Proc. 33rd Int. Conf. Mach. Learn.","author":"Gal"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-818366-3.00005-8"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3084050"},{"key":"ref48","first-page":"305","article-title":"Confidence intervals for the area under the roc curve","volume-title":"Proc. 18th Int. Conf. Neural Inf. Process. Syst.","author":"Cortes"},{"key":"ref49","first-page":"101","article-title":"Spontaneous termination of atrial fibrillation: A challenge from PhysioNet and computers in cardiology","volume":"31","author":"Moody","year":"2004","journal-title":"Comput. Cardiology"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.06.027"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11238244.pdf?arnumber=11238244","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T19:01:45Z","timestamp":1764010905000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11238244\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3631411","relation":{"has-preprint":[{"id-type":"doi","id":"10.36227\/techrxiv.172055582.28566730\/v1","asserted-by":"object"}]},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}