{"id":"https://openalex.org/W2767978081","doi":"https://doi.org/10.22489/cinc.2017.166-054","title":"Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records","display_name":"Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records","publication_year":2017,"publication_date":"2017-09-14","ids":{"openalex":"https://openalex.org/W2767978081","doi":"https://doi.org/10.22489/cinc.2017.166-054","mag":"2767978081"},"language":"en","primary_location":{"id":"doi:10.22489/cinc.2017.166-054","is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2017.166-054","pdf_url":"https://doi.org/10.22489/cinc.2017.166-054","source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-8861","issn":["2325-8861","2325-887X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.22489/cinc.2017.166-054","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028757448","display_name":"Tom\u00e1s Teijeiro","orcid":"https://orcid.org/0000-0002-2175-7382"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Tomas Teijeiro","raw_affiliation_strings":["Centro Singular de Investigacin en Tecnoloxas da Informacin (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigacin en Tecnoloxas da Informacin (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I200284239"]},{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023861354","display_name":"Constantino Antonio Garc\u00eda Mart\u00ednez","orcid":"https://orcid.org/0000-0002-9739-2252"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Constantino A. Garcia","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073538531","display_name":"Daniel C. Castro","orcid":"https://orcid.org/0000-0002-9127-6242"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Castro","raw_affiliation_strings":["Centro Singular de Investigacin en Tecnoloxas da Informacin (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigacin en Tecnoloxas da Informacin (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I200284239"]},{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110533562","display_name":"Paulo F\ufffdlix","orcid":null},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Paulo F\ufffdlix","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.7957,"has_fulltext":true,"cited_by_count":111,"citation_normalized_percentile":{"value":0.98979531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"44","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9836000204086304,"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/computer-science","display_name":"Computer science","score":0.7103691697120667},{"id":"https://openalex.org/keywords/normal-sinus-rhythm","display_name":"Normal Sinus Rhythm","score":0.6724400520324707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6630479097366333},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6369884610176086},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.6361379027366638},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5380515456199646},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4427725076675415},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.43956926465034485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3542827367782593},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.13386669754981995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7103691697120667},{"id":"https://openalex.org/C2908745016","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Normal Sinus Rhythm","level":3,"score":0.6724400520324707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6630479097366333},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6369884610176086},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.6361379027366638},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5380515456199646},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4427725076675415},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.43956926465034485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3542827367782593},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.13386669754981995},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.22489/cinc.2017.166-054","is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2017.166-054","pdf_url":"https://doi.org/10.22489/cinc.2017.166-054","source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-8861","issn":["2325-8861","2325-887X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1711.03892","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1711.03892","pdf_url":"https://arxiv.org/pdf/1711.03892","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":{"id":"doi:10.22489/cinc.2017.166-054","is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2017.166-054","pdf_url":"https://doi.org/10.22489/cinc.2017.166-054","source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-8861","issn":["2325-8861","2325-887X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4420095348","display_name":null,"funder_award_id":"TIN2014-55183-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8401066979","display_name":null,"funder_award_id":"FPU14/02489","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2767978081.pdf","grobid_xml":"https://content.openalex.org/works/W2767978081.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1996796871","https://openalex.org/W2095705004","https://openalex.org/W2152835673","https://openalex.org/W2162800060","https://openalex.org/W2295598076","https://openalex.org/W2551949036","https://openalex.org/W2794550444","https://openalex.org/W2964121744","https://openalex.org/W3102476541","https://openalex.org/W4200014273"],"related_works":["https://openalex.org/W4385543909","https://openalex.org/W3039320222","https://openalex.org/W3199640442","https://openalex.org/W1898280036","https://openalex.org/W2315807364","https://openalex.org/W2382278803","https://openalex.org/W2376695684","https://openalex.org/W1982967776","https://openalex.org/W2803040299","https://openalex.org/W2376214329"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3],"propose":[4],"a":[5,18,68,71,128],"new":[6],"method":[7],"for":[8,57,80],"the":[9,28,32,51,65,77,91,122,137],"rhythm":[10,105],"classification":[11],"of":[12,20,31,99,131],"short":[13],"single-lead":[14],"ECG":[15],"records,":[16],"using":[17,54,70,90],"set":[19],"high-level":[21],"and":[22,38,60,113,133],"clinically":[23],"meaningful":[24],"features":[25,35,40,79],"provided":[26],"by":[27,97],"abductive":[29],"interpretation":[30],"records.":[33],"These":[34],"include":[36],"morphological":[37],"rhythm-related":[39],"that":[41,49,63],"are":[42,87],"used":[43],"to":[44],"build":[45],"two":[46,85],"classifiers:":[47],"one":[48,62],"evaluates":[50,64],"record":[52,66],"globally,":[53],"aggregated":[55],"values":[56],"each":[58,81],"feature;":[59],"another":[61],"as":[67],"sequence,":[69],"Recurrent":[72],"Neural":[73],"Network":[74],"fed":[75],"with":[76],"individual":[78],"detected":[82],"heartbeat.":[83],"The":[84,116],"classifiers":[86],"finally":[88],"combined":[89],"stacking":[92],"technique,":[93],"providing":[94],"an":[95],"answer":[96],"means":[98],"four":[100],"target":[101],"classes:":[102],"Normal":[103],"sinus":[104],"(N),":[106],"Atrial":[107],"fibrillation":[108],"(A),":[109],"Other":[110],"anomaly":[111],"(O)":[112],"Noisy":[114],"(~).":[115],"approach":[117],"has":[118],"been":[119],"validated":[120],"against":[121],"2017":[123],"Physionet/CinC":[124],"Challenge":[125],"dataset,":[126],"obtaining":[127],"final":[129],"score":[130],"0.83":[132],"ranking":[134],"first":[135],"in":[136],"competition.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}