{"id":"https://openalex.org/W3119698209","doi":"https://doi.org/10.1007/s00530-020-00728-8","title":"Myocardial infarction detection based on deep neural network on imbalanced data","display_name":"Myocardial infarction detection based on deep neural network on imbalanced data","publication_year":2021,"publication_date":"2021-01-06","ids":{"openalex":"https://openalex.org/W3119698209","doi":"https://doi.org/10.1007/s00530-020-00728-8","mag":"3119698209"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-020-00728-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-020-00728-8","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-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/A5081161599","display_name":"Mohamed Hammad","orcid":"https://orcid.org/0000-0002-6506-3083"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Hammad","raw_affiliation_strings":["Information Technology Department, Faculty of Computers and Information, Menoufia University, Shebin El-Koom, 32511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Department, Faculty of Computers and Information, Menoufia University, Shebin El-Koom, 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003550104","display_name":"Monagi H. Alkinani","orcid":"https://orcid.org/0000-0002-7658-7085"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Monagi H. Alkinani","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, College of Computer Sciences and Engineering, University of Jeddah, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, College of Computer Sciences and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071261948","display_name":"Brij B. Gupta","orcid":"https://orcid.org/0000-0003-4929-4698"},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]},{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["IN","TW"],"is_corresponding":true,"raw_author_name":"B. B. Gupta","raw_affiliation_strings":["Department of Computer Engineering, National Institute of Technology, Kurukshetra, India","Department of Computer Science and Information Engineering, Asia University, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, National Institute of Technology, Kurukshetra, India","institution_ids":["https://openalex.org/I105094715"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051434121","display_name":"Ahmed A. Abd El\u2010Latif","orcid":"https://orcid.org/0000-0002-5068-2033"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ahmed A. Abd El-Latif","raw_affiliation_strings":["Mathematics and Computer Science Department, Faculty of Science, Menoufia University, Shebin El-Koom, 32511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Department, Faculty of Science, Menoufia University, Shebin El-Koom, 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051434121","https://openalex.org/A5071261948"],"corresponding_institution_ids":["https://openalex.org/I105094715","https://openalex.org/I143578492","https://openalex.org/I63601056"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":17.101,"has_fulltext":false,"cited_by_count":151,"citation_normalized_percentile":{"value":0.99558948,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"28","issue":"4","first_page":"1373","last_page":"1385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10292","display_name":"Acute Myocardial Infarction Research","score":0.9724000096321106,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7193115949630737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6430791616439819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6291490793228149},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.586376428604126},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.4941244423389435},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4589352309703827},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.448598712682724},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4474577009677887},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4329463243484497},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3339725136756897},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.25015997886657715}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7193115949630737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6430791616439819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6291490793228149},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.586376428604126},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.4941244423389435},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4589352309703827},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.448598712682724},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4474577009677887},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4329463243484497},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3339725136756897},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.25015997886657715}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-020-00728-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-020-00728-8","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1802680133","https://openalex.org/W1986706069","https://openalex.org/W2061185532","https://openalex.org/W2095705004","https://openalex.org/W2105811964","https://openalex.org/W2115696142","https://openalex.org/W2161182098","https://openalex.org/W2162800060","https://openalex.org/W2619029709","https://openalex.org/W2702116941","https://openalex.org/W2767583913","https://openalex.org/W2768896610","https://openalex.org/W2774431873","https://openalex.org/W2789684748","https://openalex.org/W2794372970","https://openalex.org/W2800884944","https://openalex.org/W2804642894","https://openalex.org/W2884265296","https://openalex.org/W2884561390","https://openalex.org/W2887356459","https://openalex.org/W2889860754","https://openalex.org/W2898314458","https://openalex.org/W2905396542","https://openalex.org/W2907285827","https://openalex.org/W2907615080","https://openalex.org/W2913789442","https://openalex.org/W2914361121","https://openalex.org/W2924456201","https://openalex.org/W2936978234","https://openalex.org/W2944352165","https://openalex.org/W2946334594","https://openalex.org/W2947343305","https://openalex.org/W2947860185","https://openalex.org/W2949035540","https://openalex.org/W2949117887","https://openalex.org/W2949402129","https://openalex.org/W2963273475","https://openalex.org/W2967246721","https://openalex.org/W2968435827","https://openalex.org/W2970989889","https://openalex.org/W2979651045","https://openalex.org/W2980825080","https://openalex.org/W2985584091","https://openalex.org/W2993687209","https://openalex.org/W2998458143","https://openalex.org/W3004025693","https://openalex.org/W3005077487","https://openalex.org/W3006339384","https://openalex.org/W3008117179","https://openalex.org/W3011035318","https://openalex.org/W3011654399","https://openalex.org/W3012684726","https://openalex.org/W3015167235","https://openalex.org/W3017513014","https://openalex.org/W3021024438","https://openalex.org/W3023222887","https://openalex.org/W3025770942","https://openalex.org/W3042058919","https://openalex.org/W3042426630","https://openalex.org/W3095539085","https://openalex.org/W4211210151","https://openalex.org/W6630769433","https://openalex.org/W6679338098"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4387490204","https://openalex.org/W3212239346","https://openalex.org/W4389848424","https://openalex.org/W4386414453"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":37},{"year":2021,"cited_by_count":24}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}