{"id":"https://openalex.org/W4410810449","doi":"https://doi.org/10.1109/rivf64335.2024.11009042","title":"Developing a Mixed Deep Learning Model Approach for Arrhythmia Classification Based on ECG Signal","display_name":"Developing a Mixed Deep Learning Model Approach for Arrhythmia Classification Based on ECG Signal","publication_year":2024,"publication_date":"2024-12-21","ids":{"openalex":"https://openalex.org/W4410810449","doi":"https://doi.org/10.1109/rivf64335.2024.11009042"},"language":"en","primary_location":{"id":"doi:10.1109/rivf64335.2024.11009042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf64335.2024.11009042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 RIVF International Conference on Computing and Communication Technologies (RIVF)","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/A5023384744","display_name":"Tran Vu Khanh","orcid":"https://orcid.org/0000-0001-8895-0649"},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khanh D. Tran","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Loc H. Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Loc H. Tang","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019124024","display_name":"Uyen D. Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Uyen D. Nguyen","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056531404","display_name":"Quoc Thien Huynh","orcid":"https://orcid.org/0000-0002-1426-3333"},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quoc T. Huynh","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh City,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I228151691"],"apc_list":null,"apc_paid":null,"fwci":0.7063,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77227735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"94","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.8065999746322632,"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":0.8065999746322632,"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":0.6653614640235901},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6396591067314148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5972037315368652},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"Cardiac arrhythmia","score":0.4733550548553467},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47201627492904663},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45059335231781006},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3586697578430176},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33688369393348694},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1041918396949768},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08198153972625732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6653614640235901},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6396591067314148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5972037315368652},{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.4733550548553467},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47201627492904663},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45059335231781006},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3586697578430176},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33688369393348694},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1041918396949768},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08198153972625732},{"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/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rivf64335.2024.11009042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf64335.2024.11009042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 RIVF International Conference on Computing and Communication Technologies (RIVF)","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":12,"referenced_works":["https://openalex.org/W1584308190","https://openalex.org/W1988566213","https://openalex.org/W2090759110","https://openalex.org/W2095409369","https://openalex.org/W2098656264","https://openalex.org/W2767072113","https://openalex.org/W2789876780","https://openalex.org/W2798651459","https://openalex.org/W2808316254","https://openalex.org/W3136530008","https://openalex.org/W3153168269","https://openalex.org/W4320406025"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W4380075502","https://openalex.org/W2807586294","https://openalex.org/W4391114540"],"abstract_inverted_index":{"Nowadays,":[0],"deaths":[1],"from":[2],"cardiovascular":[3,47],"diseases":[4,48],"(CVDs)":[5],"are":[6],"exponentially":[7],"increasing":[8],"due":[9],"to":[10,27,61,101,117],"various":[11],"factors.":[12],"These":[13],"include":[14],"underlying":[15],"health":[16],"conditions,":[17],"perceived":[18],"medical":[19,28],"treatment":[20,84],"expenses,":[21],"and":[22,44,88,130],"lack":[23],"of":[24,39,109,127,134],"timely":[25],"access":[26],"treatment.":[29],"However,":[30],"Electrocardiogram":[31],"(ECG)":[32],"comes":[33],"in":[34],"as":[35,69],"a":[36,94,124],"prominent":[37],"process":[38],"recording":[40],"electrical":[41,52],"heart":[42],"signals":[43,67],"predicts":[45],"specific":[46],"based":[49,64,97],"on":[50,65,98],"these":[51,66],"signals.":[53],"Furthermore,":[54],"recent":[55],"researchers":[56],"have":[57],"shown":[58],"many":[59],"methods":[60],"classify":[62],"heartbeats":[63,104,110],"such":[68,79],"deep":[70,99],"learning":[71,100],"using":[72],"convolutional":[73],"neural":[74,77],"network,":[75,78],"recurrent":[76],"classification":[80],"further":[81],"help":[82],"the":[83,118,120],"become":[85],"more":[86],"convenient":[87],"automatic.":[89],"Therefore,":[90],"this":[91],"paper":[92],"proposes":[93],"mixed":[95],"method":[96,122],"differentiate":[102],"arrhythmia":[103],"with":[105],"5":[106],"different":[107],"types":[108],"applying":[111],"PhysionNet's":[112],"MIT-BIH":[113],"Arrythmia":[114],"Database.":[115],"According":[116],"outcome,":[119],"proposed":[121],"has":[123],"macro":[125],"accuracy":[126,133],"92":[128],"%":[129],"an":[131],"average":[132],"99%.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
