{"id":"https://openalex.org/W4391769133","doi":"https://doi.org/10.1109/icceic60201.2023.10426662","title":"MSFNet: Multi-Stage Fusion Network for Myocardial Infarction Classification","display_name":"MSFNet: Multi-Stage Fusion Network for Myocardial Infarction Classification","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4391769133","doi":"https://doi.org/10.1109/icceic60201.2023.10426662"},"language":"en","primary_location":{"id":"doi:10.1109/icceic60201.2023.10426662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic60201.2023.10426662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101614518","display_name":"Luming Zhang","orcid":"https://orcid.org/0000-0001-9758-9701"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luming Zhang","raw_affiliation_strings":["Tianjin University of Technology,Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology,Tianjin,China,300000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology,Tianjin,China,300000","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062157089","display_name":"Xuesong Su","orcid":null},"institutions":[{"id":"https://openalex.org/I106994412","display_name":"Sinopec (China)","ror":"https://ror.org/0161q6d74","country_code":"CN","type":"company","lineage":["https://openalex.org/I106994412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuesong Su","raw_affiliation_strings":["Technology Inspection Center of Shengli Oilfield SINOPEC,Dongying,Shandong,China,257000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Inspection Center of Shengli Oilfield SINOPEC,Dongying,Shandong,China,257000","institution_ids":["https://openalex.org/I106994412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110737026","display_name":"Wenguang Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenguang Zheng","raw_affiliation_strings":["Tianjin University of Technology,Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology,Tianjin,China,300000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology,Tianjin,China,300000","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"424","last_page":"427"},"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":0.9696999788284302,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/computer-science","display_name":"Computer science","score":0.6611535549163818},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.6570191979408264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6302878856658936},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5263549089431763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47159823775291443},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.45063868165016174},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.447866827249527},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4392847716808319},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.31561917066574097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1831219494342804}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6611535549163818},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.6570191979408264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6302878856658936},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5263549089431763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47159823775291443},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.45063868165016174},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.447866827249527},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4392847716808319},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.31561917066574097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1831219494342804},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icceic60201.2023.10426662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic60201.2023.10426662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4399999976158142,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2291961022","https://openalex.org/W2767583913","https://openalex.org/W2795302640","https://openalex.org/W2885127939","https://openalex.org/W2902644322","https://openalex.org/W2963090248","https://openalex.org/W3027572331","https://openalex.org/W3096789145","https://openalex.org/W3128492853"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2329386257","https://openalex.org/W2503350049","https://openalex.org/W2397616145","https://openalex.org/W2611989081","https://openalex.org/W2397320258","https://openalex.org/W2013156117","https://openalex.org/W2026435239","https://openalex.org/W3031379692","https://openalex.org/W3032523068"],"abstract_inverted_index":{"Electrocardiogram":[0],"(ECG)":[1],"is":[2],"a":[3,32,40],"critical":[4],"diagnostic":[5],"tool":[6],"in":[7],"healthcare,":[8],"and":[9,17,53],"numerous":[10],"deep":[11],"learning":[12],"models":[13],"have":[14],"been":[15],"explored":[16],"applied":[18],"to":[19,23,78],"map":[20],"ECG":[21,51],"patterns":[22],"detect":[24],"heart":[25],"abnormalities.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30,70],"propose":[31],"novel":[33],"network":[34,43],"called":[35],"Multi-stage":[36],"Fusion":[37],"Network":[38],"(MSFNet),":[39],"multi-stage":[41],"architecture":[42],"capable":[44],"of":[45],"accurately":[46],"localizing":[47],"abnormal":[48],"segments":[49],"within":[50],"sequences":[52],"performing":[54],"myocardial":[55],"infarction":[56],"(MI)":[57],"type":[58],"diagnosis":[59],"based":[60],"on":[61,67],"these":[62],"segments.":[63],"From":[64],"the":[65],"experiments":[66],"PTB-XL":[68],"datasets,":[69],"observed":[71],"that":[72],"MSFNet":[73],"achieves":[74],"competitive":[75],"performance":[76],"compared":[77],"other":[79],"methods.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}