{"id":"https://openalex.org/W2811233594","doi":"https://doi.org/10.1109/codit.2018.8394935","title":"Multi-Dynamics Analysis of QRS Complex for Atrial Fibrillation Diagnosis","display_name":"Multi-Dynamics Analysis of QRS Complex for Atrial Fibrillation Diagnosis","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2811233594","doi":"https://doi.org/10.1109/codit.2018.8394935","mag":"2811233594"},"language":"en","primary_location":{"id":"doi:10.1109/codit.2018.8394935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2018.8394935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://amu.hal.science/hal-01893141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026286746","display_name":"Youssef Trardi","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Y. Trardi","raw_affiliation_strings":["CNRS, Universit\u00e9 de Toulon, Marseille, France","PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)","LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Universit\u00e9 de Toulon, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897"]},{"raw_affiliation_string":"PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)","institution_ids":[]},{"raw_affiliation_string":"LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210114274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012269990","display_name":"Bouchra Ananou","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Ananou","raw_affiliation_strings":["CNRS, Universit\u00e9 de Toulon, Marseille, France","LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Universit\u00e9 de Toulon, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897"]},{"raw_affiliation_string":"LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025242664","display_name":"Zouhair Haddi","orcid":"https://orcid.org/0000-0001-9835-4795"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Z. Haddi","raw_affiliation_strings":["CNRS, Universit\u00e9 de Toulon, Marseille, France","LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","Sensors, Electronic & Instrumentation Group (Meknes - Morocco)","PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Universit\u00e9 de Toulon, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897"]},{"raw_affiliation_string":"LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"Sensors, Electronic & Instrumentation Group (Meknes - Morocco)","institution_ids":[]},{"raw_affiliation_string":"PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110160381","display_name":"Mustapha Ouladsine","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Ouladsine","raw_affiliation_strings":["CNRS, Universit\u00e9 de Toulon, Marseille, France","LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)","LSIS - Laboratoire des Sciences de l'Information et des Syst\u00e8mes (Domaine Universitaire de Saint-J\u00e9r\u00f4me\r\nBatiment Polytech\r\nAvenue Escadrille Normandie-Niemen\r\n13397 MARSEILLE CEDEX 20  - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Universit\u00e9 de Toulon, Marseille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897"]},{"raw_affiliation_string":"LIS - Laboratoire d'Informatique et des Syst\u00e8mes (LIS) (Marseille, Toulon) (Aix Marseille Universit\u00e9 \u2013 Campus de Saint J\u00e9r\u00f4me \u2013 Bat. Polytech, 52 Av. Escadrille Normandie Niemen, 13397 Marseille Cedex 20 - France)","institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"PECASE - Pronostic-Diagnostic Et CommAnde : Sant\u00e9 et Energie (France)","institution_ids":[]},{"raw_affiliation_string":"LSIS - Laboratoire des Sciences de l'Information et des Syst\u00e8mes (Domaine Universitaire de Saint-J\u00e9r\u00f4me\r\nBatiment Polytech\r\nAvenue Escadrille Normandie-Niemen\r\n13397 MARSEILLE CEDEX 20  - France)","institution_ids":["https://openalex.org/I4210114274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1067","last_page":"1072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9973999857902527,"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":0.9973999857902527,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9955999851226807,"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":0.9869999885559082,"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/support-vector-machine","display_name":"Support vector machine","score":0.7661886215209961},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.7376248240470886},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.6577484011650085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6529058218002319},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.6340929269790649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6072394847869873},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6039968729019165},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47373735904693604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4417579174041748},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.42926186323165894},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2122277319431305},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17578530311584473}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7661886215209961},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.7376248240470886},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.6577484011650085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6529058218002319},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.6340929269790649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6072394847869873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6039968729019165},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47373735904693604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4417579174041748},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.42926186323165894},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2122277319431305},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17578530311584473},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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":3,"locations":[{"id":"doi:10.1109/codit.2018.8394935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2018.8394935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01893141v1","is_oa":true,"landing_page_url":"https://amu.hal.science/hal-01893141","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2018, Thessaloniki, France. &#x27E8;10.1109/CoDIT.2018.8394935&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-02486855v1","is_oa":false,"landing_page_url":"https://hal-amu.archives-ouvertes.fr/hal-02486855","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01893141v1","is_oa":true,"landing_page_url":"https://amu.hal.science/hal-01893141","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2018, Thessaloniki, France. &#x27E8;10.1109/CoDIT.2018.8394935&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1521731131","https://openalex.org/W1862394037","https://openalex.org/W2049001544","https://openalex.org/W2055335311","https://openalex.org/W2077204677","https://openalex.org/W2087347434","https://openalex.org/W2087655457","https://openalex.org/W2094144838","https://openalex.org/W2110815905","https://openalex.org/W2119821739","https://openalex.org/W2140005438","https://openalex.org/W2145295623","https://openalex.org/W2149995433","https://openalex.org/W2154630456","https://openalex.org/W2164104048","https://openalex.org/W2171188027","https://openalex.org/W2318349083","https://openalex.org/W2503912138","https://openalex.org/W2513122565","https://openalex.org/W2732786908","https://openalex.org/W2795052385","https://openalex.org/W4239510810"],"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/W2803040299","https://openalex.org/W2376695684","https://openalex.org/W2236027875","https://openalex.org/W194003390"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"effective":[4],"atrial":[5],"fibrillation":[6],"(AF)":[7],"diagnosis":[8],"algorithm":[9],"based":[10,58],"on":[11,84],"multi-dynamics":[12],"analysis":[13],"of":[14,27,41,79,92,104],"QRS":[15,43],"complex.":[16],"The":[17,76,112],"idea":[18],"behind":[19],"this":[20],"approach":[21],"is":[22],"to":[23,71,107,145],"produce":[24],"a":[25],"variety":[26],"heartbeat":[28],"time":[29],"series":[30],"features":[31,48],"employing":[32],"several":[33],"linear":[34],"and":[35,66,116,124,127,134],"nonlinear":[36],"functions":[37],"via":[38],"different":[39],"dynamics":[40,51],"the":[42,85,109],"complex":[44],"signal.":[45],"These":[46],"extracted":[47],"from":[49],"these":[50,80,138],"will":[52],"be":[53,142],"connected":[54],"through":[55],"machine":[56],"learning":[57],"algorithms":[59],"such":[60],"as":[61],"Support":[62],"Vector":[63],"Machine":[64],"(SVM)":[65],"Multiple":[67],"Kernel":[68],"Learning":[69],"(MKL),":[70],"detect":[72],"AF":[73,87,150],"episode":[74],"occurrences.":[75],"reported":[77],"performances":[78],"methods":[81],"were":[82,121],"evaluated":[83],"Long-Term":[86],"Database":[88],"which":[89],"includes":[90],"84":[91],"24-hour":[93],"ECG":[94],"recording.":[95],"Thereafter,":[96],"each":[97],"record":[98],"was":[99],"divided":[100],"into":[101],"consecutive":[102],"intervals":[103],"one-minute":[105],"segments":[106],"feed":[108],"classifier":[110],"models.":[111],"obtained":[113],"sensitivity,":[114],"specificity":[115],"positive":[117],"classification":[118],"using":[119],"SVM":[120],"96.54%,":[122],"99.69%,":[123],"99.62%,":[125],"respectively,":[126],"for":[128,148],"MKL":[129],"they":[130],"reached":[131],"95.47%,":[132],"99.89%,":[133],"99.87%,":[135],"respectively.":[136],"Therefore,":[137],"medical-oriented":[139],"detectors":[140],"can":[141],"clinically":[143],"valuable":[144],"healthcare":[146],"professional":[147],"screening":[149],"pathology.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
