{"id":"https://openalex.org/W4403211756","doi":"https://doi.org/10.1109/tbme.2024.3476088","title":"A Novel Deep Ensemble Method for Selective Classification of Electrocardiograms","display_name":"A Novel Deep Ensemble Method for Selective Classification of Electrocardiograms","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403211756","doi":"https://doi.org/10.1109/tbme.2024.3476088","pmid":"https://pubmed.ncbi.nlm.nih.gov/39378261"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2024.3476088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2024.3476088","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038653363","display_name":"Ahmadreza Argha","orcid":"https://orcid.org/0000-0002-8276-9774"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ahmadreza Argha","raw_affiliation_strings":["Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8276-9774","affiliations":[{"raw_affiliation_string":"Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019852514","display_name":"Hamid Alinejad\u2010Rokny","orcid":"https://orcid.org/0000-0002-2189-9153"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hamid Alinejad-Rokny","raw_affiliation_strings":["Graduate School of Biomedical Engineering, UNSW Sydney, Australia","Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2189-9153","affiliations":[{"raw_affiliation_string":"Graduate School of Biomedical Engineering, UNSW Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Martin Baumgartner","orcid":"https://orcid.org/0000-0002-6731-6873"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Baumgartner","raw_affiliation_strings":["Center for Health and Bioresources, Austrian Institute of Technology, Austria","Center for Health and Bioresources, Austrian Institute of Technology, Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-6731-6873","affiliations":[{"raw_affiliation_string":"Center for Health and Bioresources, Austrian Institute of Technology, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Center for Health and Bioresources, Austrian Institute of Technology, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007533806","display_name":"G. Schreier","orcid":"https://orcid.org/0000-0003-3724-4255"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnter Schreier","raw_affiliation_strings":["Center for Health and Bioresources, Austrian Institute of Technology, Austria","Center for Health and Bioresources, Austrian Institute of Technology, Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-3724-4255","affiliations":[{"raw_affiliation_string":"Center for Health and Bioresources, Austrian Institute of Technology, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Center for Health and Bioresources, Austrian Institute of Technology, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007973281","display_name":"Branko G. Celler","orcid":"https://orcid.org/0000-0003-3790-2895"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Branko G. Celler","raw_affiliation_strings":["School of Electrical Engineering and Telecommunications, UNSW Sydney, Australia","School of Electrical Engineering and Telecommunication, UNSW Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3790-2895","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunications, UNSW Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Electrical Engineering and Telecommunication, UNSW Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013317847","display_name":"Stephen J. Redmond","orcid":"https://orcid.org/0000-0002-2630-5449"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Stephen J. Redmond","raw_affiliation_strings":["School of Electrical and Electronic Engineering, University College Dublin, Ireland","School of Electrical and Electronic Engineering, University College Dublin, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-2630-5449","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079574532","display_name":"Kenneth Butcher","orcid":"https://orcid.org/0000-0002-0590-7918"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210108821","display_name":"Prince of Wales Hospital","ror":"https://ror.org/022arq532","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210108821"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ken Butcher","raw_affiliation_strings":["Prince of Wales Clinical School, UNSW Sydney, Australia","Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prince of Wales Clinical School, UNSW Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571","https://openalex.org/I4210108821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048329390","display_name":"Sze\u2010Yuan Ooi","orcid":"https://orcid.org/0000-0001-6916-7958"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210108821","display_name":"Prince of Wales Hospital","ror":"https://ror.org/022arq532","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210108821"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sze-Yuan Ooi","raw_affiliation_strings":["Prince of Wales Clinical School, UNSW Sydney, Australia","Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prince of Wales Clinical School, UNSW Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571","https://openalex.org/I4210108821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060602596","display_name":"Nigel H. Lovell","orcid":"https://orcid.org/0000-0003-1637-1079"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nigel H. Lovell","raw_affiliation_strings":["Graduate School of Biomedical Engineering, UNSW Sydney, Australia","Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1637-1079","affiliations":[{"raw_affiliation_string":"Graduate School of Biomedical Engineering, UNSW Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0681,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88823024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"72","issue":"2","first_page":"833","last_page":"842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5994601845741272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5703331828117371},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.47175222635269165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41837966442108154},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13765311241149902},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.08716335892677307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5994601845741272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5703331828117371},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.47175222635269165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41837966442108154},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13765311241149902},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.08716335892677307}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tbme.2024.3476088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2024.3476088","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:39378261","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39378261","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on bio-medical engineering","raw_type":null},{"id":"pmh:doi:10.5167/uzh-267784","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1534477342","https://openalex.org/W1659842140","https://openalex.org/W1965421420","https://openalex.org/W1966375248","https://openalex.org/W2021044602","https://openalex.org/W2129906781","https://openalex.org/W2137560901","https://openalex.org/W2150305507","https://openalex.org/W2302255633","https://openalex.org/W2752782242","https://openalex.org/W2786954030","https://openalex.org/W2794550444","https://openalex.org/W2795115089","https://openalex.org/W2899507603","https://openalex.org/W2951965145","https://openalex.org/W2953343412","https://openalex.org/W2956805085","https://openalex.org/W2987985090","https://openalex.org/W2992671401","https://openalex.org/W2999926771","https://openalex.org/W3109497765","https://openalex.org/W3113272803","https://openalex.org/W3159754263","https://openalex.org/W3172362366","https://openalex.org/W3183048323","https://openalex.org/W3195997474","https://openalex.org/W4309838302","https://openalex.org/W4312868228","https://openalex.org/W4316041223","https://openalex.org/W4318474881","https://openalex.org/W4382918354","https://openalex.org/W6675108834","https://openalex.org/W6729756640","https://openalex.org/W6737496325","https://openalex.org/W6738348428","https://openalex.org/W6746228475","https://openalex.org/W6762718338","https://openalex.org/W6762924995","https://openalex.org/W6763087592","https://openalex.org/W6771457121","https://openalex.org/W6811164690","https://openalex.org/W6959651803"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Telehealth":[1],"paradigms":[2],"are":[3],"essential":[4],"for":[5,55,88,216],"remotely":[6,44],"managing":[7,229],"patients":[8],"with":[9,163],"chronic":[10],"conditions.":[11],"To":[12],"assist":[13],"clinicians":[14],"in":[15,76,105,160,207,239],"handling":[16],"the":[17,35,41,49,52,128,155,184,214,218],"large":[18],"volumes":[19],"of":[20,37,43,51,149,176,186,220,228],"data":[21,47],"collected":[22],"through":[23,123],"these":[24],"systems,":[25],"clinical":[26],"decision":[27],"support":[28],"systems":[29,222],"(CDSSs)":[30],"have":[31],"been":[32],"developed.":[33],"However,":[34],"effectiveness":[36],"CDSSs":[38,226],"depends":[39],"on":[40,127],"quality":[42],"recorded":[45],"physiological":[46],"and":[48,109,146,173,231],"reliability":[50],"algorithms":[53,206],"used":[54],"processing":[56],"this":[57],"data.":[58],"This":[59],"study":[60],"aims":[61],"to":[62,102,110,166,170,202],"reliably":[63],"detect":[64],"atrial":[65],"fibrillation":[66],"(AF)":[67],"from":[68,91,112,190],"short-term":[69],"single-lead":[70],"(STSL)":[71],"electrocardiogram":[72],"(ECG)":[73],"recordings":[74],"obtained":[75],"unsupervised":[77],"telehealth":[78,208,221],"environments.":[79],"METHODS:":[80],"A":[81],"novel":[82],"deep":[83,136],"ensemble-based":[84],"method":[85,120,138,182],"was":[86,100,121],"developed":[87],"detecting":[89,188],"AF":[90,152,189],"STSL":[92,107,191],"ECG":[93,192,204],"recordings.":[94,193],"Following":[95],"this,":[96],"a":[97,124,199],"postprocessing":[98],"algorithm":[99,158],"created":[101],"assess":[103],"uncertainty":[104,230],"classified":[106],"ECGs":[108],"refrain":[111],"interpretation":[113,205],"when":[114],"confidence":[115],"is":[116],"low.":[117],"The":[118,135,180,194],"proposed":[119,181],"validated":[122],"5-fold":[125],"cross-validation":[126],"Cardiology":[129],"Challenge":[130],"2017":[131],"(CinC2017)":[132],"dataset.":[133],"RESULTS:":[134],"ensemble":[137],"achieved":[139],"83.5":[140],"1.5%":[141],"sensitivity,":[142],"98.4":[143],"0.2%":[144],"specificity,":[145],"an":[147,174],"F-score":[148,175],"0.847":[150],"0.016in":[151],"detection.":[153],"Implementing":[154],"selective":[156,195],"classification":[157,196],"resulted":[159],"significant":[161],"improvements,":[162],"sensitivity":[164],"increasing":[165],"92.8":[167],"2.2%,":[168],"specificity":[169],"99.7":[171],"0.0%,":[172],"0.919":[177],"0.016.":[178],"CONCLUSION:":[179],"demonstrates":[183],"feasibility":[185],"accurately":[187],"approach":[197],"offers":[198],"substantial":[200],"enhancement":[201],"automated":[203],"solutions.":[209],"SIGNIFICANCE:":[210],"These":[211],"findings":[212],"highlight":[213],"potential":[215],"improving":[217,236],"utility":[219],"by":[223],"integrating":[224],"advanced":[225],"capable":[227],"ensuring":[232],"higher":[233],"accuracy,":[234],"thereby":[235],"patient":[237],"outcomes":[238],"remote":[240],"healthcare":[241],"settings.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
