{"id":"https://openalex.org/W1993548769","doi":"https://doi.org/10.1109/bmei.2012.6513009","title":"A method of QRS complex detection using multi-scale mathematical morphology","display_name":"A method of QRS complex detection using multi-scale mathematical morphology","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W1993548769","doi":"https://doi.org/10.1109/bmei.2012.6513009","mag":"1993548769"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2012.6513009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6513009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5054518010","display_name":"A. Saraiva","orcid":"https://orcid.org/0000-0002-3960-697X"},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]},{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Arat\u00e3 Andrade Saraiva","raw_affiliation_strings":["PPGEB-UTFPR, Curitiba, Paraná, Brazil","PPGEB-UTFPR, Curitiba, Brazil"],"affiliations":[{"raw_affiliation_string":"PPGEB-UTFPR, Curitiba, Paraná, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]},{"raw_affiliation_string":"PPGEB-UTFPR, Curitiba, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037642780","display_name":"Silvio Tacara","orcid":"https://orcid.org/0000-0003-0452-578X"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Silvio Tacara","raw_affiliation_strings":["PPGEB-UTFPR, Curitiba, Paraná, Brazil","PPGEB-UTFPR, Curitiba, Brazil"],"affiliations":[{"raw_affiliation_string":"PPGEB-UTFPR, Curitiba, Paraná, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]},{"raw_affiliation_string":"PPGEB-UTFPR, Curitiba, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018463925","display_name":"Mikhail Anatholy Koslowski","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mikhail Anatholy Koslowski","raw_affiliation_strings":["DAELN-UTFPR, Humberto Remigio Gamba, CPGEI-UTFPR, Curitiba, Paraná, Brazil","DAELN-UTFPR, CPGEI-UTFPR, Curitiba, Brazil"],"affiliations":[{"raw_affiliation_string":"DAELN-UTFPR, Humberto Remigio Gamba, CPGEI-UTFPR, Curitiba, Paraná, Brazil","institution_ids":["https://openalex.org/I1283613182"]},{"raw_affiliation_string":"DAELN-UTFPR, CPGEI-UTFPR, Curitiba, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072907502","display_name":"Gustavo Benvenutti Borba","orcid":"https://orcid.org/0000-0001-7412-2412"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Benvenutti Borba","raw_affiliation_strings":["DAELN-PPGEB-UTFPR, Curitiba, Paraná, Brazil","DAELN-PPGEB-UTFPR, Curitiba, Brazil"],"affiliations":[{"raw_affiliation_string":"DAELN-PPGEB-UTFPR, Curitiba, Paraná, Brazil","institution_ids":["https://openalex.org/I1283613182"]},{"raw_affiliation_string":"DAELN-PPGEB-UTFPR, Curitiba, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067567816","display_name":"Miguel Ant\u00f4nio Sovierzoski","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Miguel Antonio Sovierzoski","raw_affiliation_strings":["DAELN-PPGEB-UTFPR, Curitiba, Paraná, Brazil","DAELN-PPGEB-UTFPR, Curitiba, Brazil"],"affiliations":[{"raw_affiliation_string":"DAELN-PPGEB-UTFPR, Curitiba, Paraná, Brazil","institution_ids":["https://openalex.org/I1283613182"]},{"raw_affiliation_string":"DAELN-PPGEB-UTFPR, Curitiba, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054518010"],"corresponding_institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.08265167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"936","last_page":"940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9993000030517578,"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":0.9993000030517578,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9355999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-morphology","display_name":"Mathematical morphology","score":0.8539637923240662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6312922239303589},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5985078811645508},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.5512316823005676},{"id":"https://openalex.org/keywords/morphology","display_name":"Morphology (biology)","score":0.5146883130073547},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4678203761577606},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.45789605379104614},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.45058390498161316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43491289019584656},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4174795150756836},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12443196773529053},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.10657718777656555},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0776018500328064},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0753709077835083}],"concepts":[{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.8539637923240662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6312922239303589},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5985078811645508},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.5512316823005676},{"id":"https://openalex.org/C499950583","wikidata":"https://www.wikidata.org/wiki/Q183252","display_name":"Morphology (biology)","level":2,"score":0.5146883130073547},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4678203761577606},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.45789605379104614},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.45058390498161316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43491289019584656},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4174795150756836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12443196773529053},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.10657718777656555},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0776018500328064},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0753709077835083},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2012.6513009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6513009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W637757657","https://openalex.org/W1990816204","https://openalex.org/W2035831621","https://openalex.org/W2047922146","https://openalex.org/W2124621676","https://openalex.org/W2128020874","https://openalex.org/W2170839606","https://openalex.org/W2547749882","https://openalex.org/W2585015296","https://openalex.org/W6728908036"],"related_works":["https://openalex.org/W2357143406","https://openalex.org/W2349459011","https://openalex.org/W2378070670","https://openalex.org/W2429125578","https://openalex.org/W1658259736","https://openalex.org/W2349950585","https://openalex.org/W4300235817","https://openalex.org/W2383748970","https://openalex.org/W2382904344","https://openalex.org/W2461976178"],"abstract_inverted_index":{"The":[0,28,48],"present":[1],"work":[2,61],"is":[3,31,53],"aiming":[4],"to":[5],"show":[6],"the":[7,13,17,37,56,60,66],"detection":[8],"of":[9,50,65],"QRS":[10],"complex":[11],"from":[12,36],"electrocardiographic":[14],"signal,":[15],"having":[16],"four":[18],"stage":[19,44],"multi-scale":[20,45],"mathematical":[21],"morphology":[22,46],"(4M)":[23],"as":[24],"its":[25],"main":[26],"method.":[27],"model":[29],"presented":[30],"evaluated":[32],"by":[33,55],"a":[34,63],"file":[35],"MIT/BIH":[38],"database":[39],"and":[40],"compared":[41],"with":[42,62],"three":[43],"(3M).":[47],"performance":[49],"both":[51],"methods":[52],"shown":[54],"ROC":[57],"curve,":[58],"ending":[59],"discussion":[64],"methods.":[67]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}