{"id":"https://openalex.org/W4408801787","doi":"https://doi.org/10.1016/j.cmpb.2025.108725","title":"Fusion of multi-scale feature extraction and adaptive multi-channel graph neural network for 12-lead ECG classification","display_name":"Fusion of multi-scale feature extraction and adaptive multi-channel graph neural network for 12-lead ECG classification","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4408801787","doi":"https://doi.org/10.1016/j.cmpb.2025.108725","pmid":"https://pubmed.ncbi.nlm.nih.gov/40184850"},"language":"en","primary_location":{"id":"doi:10.1016/j.cmpb.2025.108725","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2025.108725","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods and Programs in Biomedicine","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/A5100637772","display_name":"Teng Chen","orcid":"https://orcid.org/0000-0002-7905-564X"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Chen","raw_affiliation_strings":["College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: chenteng@qdu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: chenteng@qdu.edu.cn","institution_ids":["https://openalex.org/I143413998","https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102019273","display_name":"Yumei Ma","orcid":"https://orcid.org/0000-0001-7156-5015"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yumei Ma","raw_affiliation_strings":["College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: mayumei_qdu@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: mayumei_qdu@163.com","institution_ids":["https://openalex.org/I143413998","https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113828890","display_name":"Zhenkuan Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenkuan Pan","raw_affiliation_strings":["College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: zkpan@qdu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: zkpan@qdu.edu.cn","institution_ids":["https://openalex.org/I143413998","https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100683352","display_name":"Weining Wang","orcid":"https://orcid.org/0000-0001-7299-6431"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weining Wang","raw_affiliation_strings":["College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: wangweining@qdu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science & Technology, Qingdao University, Qingdao 266071, PR China. Electronic address: wangweining@qdu.edu.cn","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115467776","display_name":"Jinpeng Yu","orcid":"https://orcid.org/0009-0002-5113-6277"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinpeng Yu","raw_affiliation_strings":["School of Automation, Qingdao University, Qingdao 266071, PR China. Electronic address: yjp1109@hotmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Qingdao University, Qingdao 266071, PR China. Electronic address: yjp1109@hotmail.com","institution_ids":["https://openalex.org/I108688024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102019273"],"corresponding_institution_ids":["https://openalex.org/I108688024","https://openalex.org/I143413998"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880},"apc_paid":null,"fwci":11.5668,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98784796,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"265","issue":null,"first_page":"108725","last_page":"108725"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9890000224113464,"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":0.9890000224113464,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.003000000026077032,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.0010999999940395355,"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":0.7527062892913818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6134744882583618},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5349389910697937},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.521771252155304},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5109630823135376},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47829824686050415},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.4404803216457367},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.42947542667388916},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.42838263511657715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4259067177772522},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3473381996154785},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1355743408203125},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11757874488830566},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.05857113003730774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7527062892913818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6134744882583618},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5349389910697937},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.521771252155304},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5109630823135376},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47829824686050415},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.4404803216457367},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.42947542667388916},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.42838263511657715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4259067177772522},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3473381996154785},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1355743408203125},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11757874488830566},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.05857113003730774},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","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":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.cmpb.2025.108725","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2025.108725","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods and Programs in Biomedicine","raw_type":"journal-article"},{"id":"pmid:40184850","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40184850","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":"Computer methods and programs in biomedicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7344953437","display_name":null,"funder_award_id":"61973179","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1576089372","https://openalex.org/W1638081485","https://openalex.org/W2017263726","https://openalex.org/W2075010670","https://openalex.org/W2194775991","https://openalex.org/W2251133041","https://openalex.org/W2412782625","https://openalex.org/W2525984666","https://openalex.org/W2884585870","https://openalex.org/W2885127939","https://openalex.org/W2896644476","https://openalex.org/W2902644322","https://openalex.org/W2913778297","https://openalex.org/W2952715276","https://openalex.org/W2967737346","https://openalex.org/W3016002266","https://openalex.org/W3027572331","https://openalex.org/W3039075121","https://openalex.org/W3100993589","https://openalex.org/W3134859729","https://openalex.org/W3152893301","https://openalex.org/W3172243723","https://openalex.org/W3201284022","https://openalex.org/W3213543645","https://openalex.org/W4205232243","https://openalex.org/W4210242902","https://openalex.org/W4296793786","https://openalex.org/W4312793686","https://openalex.org/W4313525714","https://openalex.org/W4317496162","https://openalex.org/W4318815957","https://openalex.org/W4321793448","https://openalex.org/W4365813938","https://openalex.org/W4386580330","https://openalex.org/W4387885638","https://openalex.org/W4388666088","https://openalex.org/W4388672899","https://openalex.org/W4388825903","https://openalex.org/W4389313859","https://openalex.org/W4392214447","https://openalex.org/W4396775182","https://openalex.org/W6600388300","https://openalex.org/W6600575157","https://openalex.org/W6759067509","https://openalex.org/W6858008331","https://openalex.org/W6866418385"],"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":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
