{"id":"https://openalex.org/W4405489488","doi":"https://doi.org/10.1109/embc53108.2024.10782056","title":"Semantic Segmentation of QRS complex in 12-Lead ECG Signals","display_name":"Semantic Segmentation of QRS complex in 12-Lead ECG Signals","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489488","doi":"https://doi.org/10.1109/embc53108.2024.10782056","pmid":"https://pubmed.ncbi.nlm.nih.gov/40040005"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5017529224","display_name":"M. D. Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Mateus de Paula Da Silva","raw_affiliation_strings":["Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057891403","display_name":"M. G. F. Costa","orcid":"https://orcid.org/0000-0002-6839-1402"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marly G. F. Costa","raw_affiliation_strings":["Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081197338","display_name":"D Vieira","orcid":"https://orcid.org/0009-0009-8972-6863"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Giovani A. Vieira","raw_affiliation_strings":["Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004818827","display_name":"C\u00edcero Ferreira Fernandes Costa Filho","orcid":"https://orcid.org/0000-0003-3325-5715"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"C\u00edcero F. F. Costa Filho","raw_affiliation_strings":["Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas,R&#x0026;D Center in Electronic and Information Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017529224"],"corresponding_institution_ids":["https://openalex.org/I62885914"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4354407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"5"},"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":0.9957000017166138,"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":0.9761000275611877,"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":0.6713870167732239},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6377748847007751},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.6053842306137085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5738656520843506},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.4170484244823456},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4015333354473114},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3388437330722809},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16579782962799072},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.10738027095794678},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09242397546768188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6713870167732239},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6377748847007751},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.6053842306137085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5738656520843506},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.4170484244823456},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4015333354473114},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3388437330722809},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16579782962799072},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.10738027095794678},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09242397546768188},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[{"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":false},{"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":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","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}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40040005","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40040005","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2095409369","https://openalex.org/W2146203608","https://openalex.org/W2162800060","https://openalex.org/W2588795484","https://openalex.org/W2792954102","https://openalex.org/W2899132956","https://openalex.org/W2965742502","https://openalex.org/W2990357281","https://openalex.org/W3046156391","https://openalex.org/W3081072690","https://openalex.org/W3107704688","https://openalex.org/W3158974038","https://openalex.org/W4205722304","https://openalex.org/W4211006915","https://openalex.org/W4221060610","https://openalex.org/W4225248705","https://openalex.org/W4298392838","https://openalex.org/W6801920322"],"related_works":["https://openalex.org/W4255463199","https://openalex.org/W4281691423","https://openalex.org/W2411039299","https://openalex.org/W1856410221","https://openalex.org/W2318949977","https://openalex.org/W2334139353","https://openalex.org/W4251174968","https://openalex.org/W4243014959","https://openalex.org/W2415764305","https://openalex.org/W4254613272"],"abstract_inverted_index":{"In":[0,51],"this":[1],"work":[2,23],"we":[3],"present":[4],"a":[5],"method":[6,31],"for":[7,112],"semantic":[8],"segmentation":[9,78],"of":[10,79,92],"the":[11,22,41,46,52,56,60,69,80,114,122,126,135],"QRS":[12,61,81,115],"complex":[13,62],"in":[14,21,94,134],"12-lead":[15],"ECG":[16],"signals.":[17],"The":[18,29,109],"dataset":[19],"used":[20],"was":[24],"St":[25],"Petersburg":[26],"INCART":[27],"12-lead.":[28],"proposed":[30],"is":[32,121],"comprised":[33],"or":[34],"three":[35],"steps:":[36],"1.":[37],"data":[38],"preprocessing,":[39],"where":[40],"binary":[42],"vectors":[43],"corresponding":[44,58],"to":[45,59,102],"ground":[47,53],"truth":[48,54],"are":[49,63,72,97],"obtained.":[50],"vector,":[55],"samples":[57,71],"identified":[64,73],"as":[65,74],"logical":[66,75],"1,":[67],"while":[68],"other":[70,130],"0;":[76],"2.":[77],"complex,":[82,116],"using":[83,106],"autoencoders.":[84],"Three":[85],"different":[86,90],"autoencoder":[87],"architectures,":[88],"with":[89,129],"number":[91],"kernels":[93],"convolutions":[95],"layers":[96],"evaluated;":[98],"3.":[99],"post-processing":[100],"filters":[101],"remove":[103],"noise,":[104],"desgined":[105],"heuristic":[107],"rules.":[108],"result":[110],"obtained":[111,128],"detecting":[113],"an":[117],"F1-score":[118],"over":[119],"99.90%,":[120],"state-of-the-art":[123],"and":[124],"surpasses":[125],"performance":[127],"methods":[131],"previously":[132],"published":[133],"literature.":[136]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
