{"id":"https://openalex.org/W4386757131","doi":"https://doi.org/10.1109/jbhi.2023.3315715","title":"ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning","display_name":"ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning","publication_year":2023,"publication_date":"2023-09-15","ids":{"openalex":"https://openalex.org/W4386757131","doi":"https://doi.org/10.1109/jbhi.2023.3315715","pmid":"https://pubmed.ncbi.nlm.nih.gov/37713232"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3315715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3315715","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-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/A5101828945","display_name":"Hongxiang Gao","orcid":"https://orcid.org/0000-0003-4121-0250"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN","SG"],"is_corresponding":true,"raw_author_name":"Hongxiang Gao","raw_affiliation_strings":["State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China","Institute for Infocomm Research, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]},{"raw_affiliation_string":"Institute for Infocomm Research, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023449213","display_name":"Xingyao Wang","orcid":"https://orcid.org/0000-0002-9502-4472"},"institutions":[{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Xingyao Wang","raw_affiliation_strings":["State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China","Institute of High Performance Computing, A*STAR, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]},{"raw_affiliation_string":"Institute of High Performance Computing, A*STAR, Singapore, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080343454","display_name":"Zhenghua Chen","orcid":"https://orcid.org/0000-0002-1719-0328"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhenghua Chen","raw_affiliation_strings":["Institute for Infocomm Research, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340964","display_name":"Min Wu","orcid":"https://orcid.org/0000-0003-0977-3600"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Min Wu","raw_affiliation_strings":["Institute for Infocomm Research, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641150","display_name":"Jianqing Li","orcid":"https://orcid.org/0000-0002-3524-8933"},"institutions":[{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqing Li","raw_affiliation_strings":["State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321186","display_name":"Chengyu Liu","orcid":"https://orcid.org/0000-0003-1965-3020"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Liu","raw_affiliation_strings":["State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101828945"],"corresponding_institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I4387154005","https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":4.0825,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95133489,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"27","issue":"11","first_page":"5225","last_page":"5236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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":1.0,"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":0.9901000261306763,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8132511377334595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6759133338928223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6672868132591248},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5644403696060181},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5613077878952026},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5404965877532959},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4979825019836426},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.41773349046707153},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.41712379455566406},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08797076344490051}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8132511377334595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6759133338928223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6672868132591248},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5644403696060181},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5613077878952026},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5404965877532959},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4979825019836426},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.41773349046707153},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.41712379455566406},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08797076344490051},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3315715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3315715","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37713232","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37713232","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G2932593197","display_name":null,"funder_award_id":"62071241","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3204962467","display_name":null,"funder_award_id":"62171123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4700083447","display_name":null,"funder_award_id":"62211530112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6038065380","display_name":null,"funder_award_id":"AISG2-RP-2021-027","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G620407471","display_name":null,"funder_award_id":"62201144","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6343621536","display_name":null,"funder_award_id":"3201002106D","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2095409369","https://openalex.org/W2146254945","https://openalex.org/W2162273778","https://openalex.org/W2412782625","https://openalex.org/W2520745063","https://openalex.org/W2551393996","https://openalex.org/W2560023338","https://openalex.org/W2888456553","https://openalex.org/W2902644322","https://openalex.org/W2915295645","https://openalex.org/W2939137134","https://openalex.org/W2945651267","https://openalex.org/W2949795958","https://openalex.org/W2963072899","https://openalex.org/W2970976899","https://openalex.org/W2972255700","https://openalex.org/W3014641072","https://openalex.org/W3027572331","https://openalex.org/W3032108578","https://openalex.org/W3035916338","https://openalex.org/W3037100020","https://openalex.org/W3081072690","https://openalex.org/W3084949122","https://openalex.org/W3085439927","https://openalex.org/W3098026853","https://openalex.org/W3119282903","https://openalex.org/W3128947494","https://openalex.org/W3134859729","https://openalex.org/W3135891860","https://openalex.org/W3172243723","https://openalex.org/W3179083309","https://openalex.org/W3180942533","https://openalex.org/W3201493179","https://openalex.org/W3202835798","https://openalex.org/W3217790602","https://openalex.org/W4200342043","https://openalex.org/W4282939171","https://openalex.org/W4285740536","https://openalex.org/W4287218107","https://openalex.org/W4294215205","https://openalex.org/W4296438001","https://openalex.org/W4296634750","https://openalex.org/W4308310014","https://openalex.org/W4309330414","https://openalex.org/W4317496162","https://openalex.org/W4367174969","https://openalex.org/W4383899330","https://openalex.org/W4385064232","https://openalex.org/W6639824700","https://openalex.org/W6777710016","https://openalex.org/W6781876278","https://openalex.org/W6801644725"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3090300519","https://openalex.org/W3131673289","https://openalex.org/W2514492205"],"abstract_inverted_index":{"The":[0,154],"value":[1],"of":[2,18,62,78,138,175,214],"Electrocardiogram":[3],"(ECG)":[4],"monitoring":[5],"in":[6,160,171,199],"early":[7,220],"cardiovascular":[8],"disease":[9],"(CVD)":[10],"detection":[11,222],"is":[12],"undeniable,":[13],"especially":[14],"with":[15],"the":[16,24,34,76,183,212],"aid":[17],"intelligent":[19,200],"wearable":[20,201],"devices.":[21],"Despite":[22],"this,":[23],"requirement":[25],"for":[26,36,71,185],"expert":[27],"interpretation":[28,189],"significantly":[29],"limits":[30],"public":[31],"accessibility,":[32],"underscoring":[33],"need":[35],"advanced":[37,205],"diagnosis":[38,206],"algorithms.":[39],"Deep":[40],"learning-based":[41],"methods":[42],"represent":[43],"a":[44,89,172],"leap":[45],"beyond":[46],"traditional":[47],"rule-based":[48],"algorithms,":[49,207],"but":[50,195],"they":[51],"are":[52],"not":[53,180],"without":[54],"challenges":[55],"such":[56],"as":[57],"small":[58],"databases,":[59,135],"inefficient":[60],"use":[61],"local":[63,95],"and":[64,75,98,123,152,164,223],"global":[65,99],"ECG":[66,108,168,188,215],"information,":[67],"high":[68],"memory":[69],"requirements":[70],"deploying":[72],"multiple":[73],"models,":[74],"absence":[77],"task-to-task":[79],"knowledge":[80,126],"transfer.":[81,127],"In":[82],"response":[83],"to":[84,118,145,210,219],"these":[85],"challenges,":[86],"we":[87,208],"propose":[88],"multi-resolution":[90],"model":[91],"adept":[92],"at":[93],"integrating":[94],"morphological":[96,163],"characteristics":[97],"rhythm":[100],"patterns":[101],"seamlessly.":[102],"We":[103],"also":[104,196],"introduce":[105],"an":[106],"innovative":[107],"continual":[109,141],"learning":[110,142,148],"(ECG-CL)":[111],"approach":[112],"based":[113,191],"on":[114,131,192],"parameter":[115],"isolation,":[116],"designed":[117],"enhance":[119],"data":[120],"usage":[121],"effectiveness":[122],"facilitate":[124],"inter-task":[125],"Our":[128],"experiments,":[129],"conducted":[130],"four":[132],"publicly":[133],"available":[134],"provide":[136],"evidence":[137],"our":[139,157],"proposed":[140],"method's":[143,158],"ability":[144],"perform":[146],"incremental":[147],"across":[149],"domains,":[150],"classes,":[151],"tasks.":[153],"outcome":[155],"showcases":[156],"capability":[159],"extracting":[161],"pertinent":[162],"rhythmic":[165],"features":[166],"from":[167],"segmentation,":[169],"resulting":[170],"substantial":[173],"enhancement":[174],"classification":[176],"accuracy.":[177],"This":[178],"research":[179],"only":[181],"confirms":[182],"potential":[184],"developing":[186],"comprehensive":[187],"algorithms":[190],"single-lead":[193],"ECGs":[194],"fosters":[197],"progress":[198],"applications.":[202],"By":[203],"leveraging":[204],"aspire":[209],"increase":[211],"accessibility":[213],"monitoring,":[216],"thereby":[217],"contributing":[218],"CVD":[221],"ultimately":[224],"improving":[225],"healthcare":[226],"outcomes.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}