{"id":"https://openalex.org/W4205128376","doi":"https://doi.org/10.23919/cinc53138.2021.9662838","title":"Detection of Atrial Fibrillation Driver Locations Using CNN and Body Surface Potentials","display_name":"Detection of Atrial Fibrillation Driver Locations Using CNN and Body Surface Potentials","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W4205128376","doi":"https://doi.org/10.23919/cinc53138.2021.9662838"},"language":"en","primary_location":{"id":"doi:10.23919/cinc53138.2021.9662838","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cinc53138.2021.9662838","pdf_url":null,"source":{"id":"https://openalex.org/S4363605378","display_name":"2021 Computing in Cardiology (CinC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Computing in Cardiology (CinC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/191317","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007884810","display_name":"Miguel \u00c1ngel C\u00e1mara-V\u00e1zquez","orcid":"https://orcid.org/0000-0002-1861-1585"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Miguel Angel Camara-Vazquez","raw_affiliation_strings":["Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052264232","display_name":"Ismael Hern\u00e1ndez\u2010Romero","orcid":"https://orcid.org/0000-0002-0525-7476"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ismael Hernandez-Romero","raw_affiliation_strings":["Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008276223","display_name":"Eduardo Morgado","orcid":"https://orcid.org/0000-0001-9243-409X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Morgado-Reyes","raw_affiliation_strings":["Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087346265","display_name":"Mar\u00eda S. Guillem","orcid":"https://orcid.org/0000-0001-5660-3693"},"institutions":[{"id":"https://openalex.org/I1317635190","display_name":"Valve (United States)","ror":"https://ror.org/020esap58","country_code":"US","type":"company","lineage":["https://openalex.org/I1317635190"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria S Guillem","raw_affiliation_strings":["ITACA Institute, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Val&#x00E9;ncia, Spain","ncia, Spain","cnica de Val&#x00E9","ncia, Val&#x00E9","ITACA Institute, Universitat Polit&#x00E9"],"affiliations":[{"raw_affiliation_string":"ITACA Institute, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Val&#x00E9;ncia, Spain","institution_ids":["https://openalex.org/I1317635190"]},{"raw_affiliation_string":"ncia, Spain","institution_ids":[]},{"raw_affiliation_string":"cnica de Val&#x00E9","institution_ids":[]},{"raw_affiliation_string":"ncia, Val&#x00E9","institution_ids":[]},{"raw_affiliation_string":"ITACA Institute, Universitat Polit&#x00E9","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068985341","display_name":"Andreu M. Climent","orcid":"https://orcid.org/0000-0002-7260-8811"},"institutions":[{"id":"https://openalex.org/I1317635190","display_name":"Valve (United States)","ror":"https://ror.org/020esap58","country_code":"US","type":"company","lineage":["https://openalex.org/I1317635190"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreu M Climent","raw_affiliation_strings":["ITACA Institute, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Val&#x00E9;ncia, Spain","ITACA Institute, Universitat Polit&#x00E9","cnica de Val&#x00E9","ncia, Spain","ncia, Val&#x00E9"],"affiliations":[{"raw_affiliation_string":"ITACA Institute, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Val&#x00E9;ncia, Spain","institution_ids":["https://openalex.org/I1317635190"]},{"raw_affiliation_string":"ITACA Institute, Universitat Polit&#x00E9","institution_ids":[]},{"raw_affiliation_string":"cnica de Val&#x00E9","institution_ids":[]},{"raw_affiliation_string":"ncia, Spain","institution_ids":[]},{"raw_affiliation_string":"ncia, Val&#x00E9","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014300364","display_name":"\u00d3scar Barquero\u2010P\u00e9rez","orcid":"https://orcid.org/0000-0002-7235-3986"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]},{"id":"https://openalex.org/I4210149026","display_name":"Hospital Universitario de Fuenlabrada","ror":"https://ror.org/04scbtr44","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210149026"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Barquero-Perez","raw_affiliation_strings":["Dept. III-D207, Fuenlabrada (Madrid), Spain","Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. III-D207, Fuenlabrada (Madrid), Spain","institution_ids":["https://openalex.org/I4210149026"]},{"raw_affiliation_string":"Universidad Rey Juan Carlos, Fuenlabrada, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007884810"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15575221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9983000159263611,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9983000159263611,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9959999918937683,"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/T11217","display_name":"Cardiac Arrhythmias and Treatments","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7374440431594849},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.641700029373169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6012952327728271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.593836784362793},{"id":"https://openalex.org/keywords/ablation","display_name":"Ablation","score":0.5710878968238831},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5578636527061462},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44970035552978516},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4371856153011322},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3233688473701477},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.1214931309223175},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10202562808990479}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7374440431594849},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.641700029373169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6012952327728271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.593836784362793},{"id":"https://openalex.org/C2778902805","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation","level":2,"score":0.5710878968238831},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5578636527061462},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44970035552978516},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4371856153011322},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3233688473701477},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.1214931309223175},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10202562808990479},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/cinc53138.2021.9662838","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cinc53138.2021.9662838","pdf_url":null,"source":{"id":"https://openalex.org/S4363605378","display_name":"2021 Computing in Cardiology (CinC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Computing in Cardiology (CinC)","raw_type":"proceedings-article"},{"id":"pmh:oai:riunet.upv.es:10251/191317","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/191317","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/191317","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/191317","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1312710109","display_name":null,"funder_award_id":"19600","funder_id":"https://openalex.org/F4320338395","funder_display_name":"EIT Health"},{"id":"https://openalex.org/G2998480934","display_name":null,"funder_award_id":"S-2020/L2-622","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"},{"id":"https://openalex.org/G4514038784","display_name":null,"funder_award_id":"PID2019-105032GB-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G557586030","display_name":null,"funder_award_id":"PI17/01106,RYC2018-024346B-750","funder_id":"https://openalex.org/F4320321595","funder_display_name":"Federaci\u00f3n Espa\u00f1ola de Enfermedades Raras"},{"id":"https://openalex.org/G7245980426","display_name":null,"funder_award_id":"860974","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320321595","display_name":"Federaci\u00f3n Espa\u00f1ola de Enfermedades Raras","ror":"https://ror.org/0348bpk17"},{"id":"https://openalex.org/F4320323943","display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid","ror":"https://ror.org/040scgh75"},{"id":"https://openalex.org/F4320334923","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886"},{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null},{"id":"https://openalex.org/F4320338395","display_name":"EIT Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2035924854","https://openalex.org/W2072267404","https://openalex.org/W2162393329","https://openalex.org/W2267906408","https://openalex.org/W2268340875","https://openalex.org/W2301560172","https://openalex.org/W2530735104","https://openalex.org/W2614051918","https://openalex.org/W2618530766","https://openalex.org/W2771148491","https://openalex.org/W3118872240","https://openalex.org/W3139505973","https://openalex.org/W4294214983","https://openalex.org/W6728390796"],"related_works":["https://openalex.org/W2913786724","https://openalex.org/W2916669046","https://openalex.org/W2802841177","https://openalex.org/W2047263140","https://openalex.org/W2126958622","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Atrial":[0],"fibrillation":[1],"(AF)":[2],"is":[3,48,54],"characterized":[4],"by":[5],"complex":[6],"and":[7,11,15,75,119],"irregular":[8],"propagation":[9],"patterns,":[10],"AF":[12,66],"onset":[13],"locations":[14],"drivers":[16,45,67],"responsible":[17],"for":[18,24,113],"its":[19],"perpetuation":[20],"are":[21,46,68],"main":[22],"targets":[23],"ablation":[25,114],"procedures.":[26],"Several":[27],"Deep":[28],"Learning-based":[29],"methods":[30],"have":[31],"proposed":[32,105],"to":[33,61,109],"detect":[34],"AF,":[35],"but":[36],"the":[37,40,44,63,87,98,104,121],"estimation":[38],"of":[39,123],"atrial":[41],"area":[42],"where":[43,51,65],"found":[47,69],"a":[49,81,116],"topic":[50],"further":[52],"research":[53],"needed.":[55],"In":[56],"this":[57],"work,":[58],"we":[59],"propose":[60],"estimate":[62],"zone":[64],"from":[70],"body":[71],"surface":[72],"potentials":[73],"(BSPs)":[74],"Convolutional":[76],"Neural":[77],"Networks":[78],"(CNN),":[79],"modeling":[80],"supervised":[82],"classification":[83],"problem.":[84],"Accuracy":[85],"in":[86],"test":[88],"set":[89],"was":[90,101],"0.89":[91],"when":[92],"using":[93,115],"noisy":[94],"BSPs":[95],"(SNR=20dB),":[96],"while":[97],"Cohen&#x0027;s":[99],"Kappa":[100],"0.85.":[102],"Therefore,":[103],"method":[106],"could":[107],"help":[108],"identify":[110],"target":[111],"regions":[112],"non-invasive":[117],"procedure,":[118],"avoiding":[120],"use":[122],"ECG":[124],"Imaging":[125],"(ECGI).":[126]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
