{"id":"https://openalex.org/W3093635124","doi":"https://doi.org/10.1007/s12652-020-02536-4","title":"Accurate detection of myocardial infarction using non linear features with ECG signals","display_name":"Accurate detection of myocardial infarction using non linear features with ECG signals","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3093635124","doi":"https://doi.org/10.1007/s12652-020-02536-4","mag":"3093635124"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-020-02536-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02536-4","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","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/A5001046857","display_name":"Chaitra Sridhar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaitra Sridhar","raw_affiliation_strings":["Schiller Healthcare India Private Limited, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Schiller Healthcare India Private Limited, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020990895","display_name":"Oh Shu Lih","orcid":null},"institutions":[{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Oh Shu Lih","raw_affiliation_strings":["School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]}]},{"author_position":"middle","author":{"id":null,"display_name":"V. Jahmunah","orcid":null},"institutions":[{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"V. Jahmunah","raw_affiliation_strings":["School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108200693","display_name":"Joel E.W. Koh","orcid":null},"institutions":[{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Joel E. W. Koh","raw_affiliation_strings":["School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003140689","display_name":"Edward J. Ciaccio","orcid":"https://orcid.org/0000-0001-5552-6366"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward J. Ciaccio","raw_affiliation_strings":["Division of Cardiology, Department of Medicine, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Medicine, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tan Ru San","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147238","display_name":"National Heart Centre Singapore","ror":"https://ror.org/04f8k9513","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210147238"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tan Ru San","raw_affiliation_strings":["National Heart Centre, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National Heart Centre, Singapore, Singapore","institution_ids":["https://openalex.org/I4210147238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065100665","display_name":"N. Arunkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090456","display_name":"Harcourt Butler Technical University","ror":"https://ror.org/0181a8730","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210090456"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Arunkumar","raw_affiliation_strings":["Biomedical Engineering Department, Rathinam Technical Campus, Coimbatore, India"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Rathinam Technical Campus, Coimbatore, India","institution_ids":["https://openalex.org/I4210090456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002855381","display_name":"Seifedine Kadry","orcid":"https://orcid.org/0000-0002-1939-4842"},"institutions":[{"id":"https://openalex.org/I36314861","display_name":"Beirut Arab University","ror":"https://ror.org/02jya5567","country_code":"LB","type":"education","lineage":["https://openalex.org/I36314861"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Seifedine Kadry","raw_affiliation_strings":["Department of Mathematics and Computer Science, Beirut Arab University, Beirut, 115020, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Beirut Arab University, Beirut, 115020, Lebanon","institution_ids":["https://openalex.org/I36314861"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]},{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP","SG","TW"],"is_corresponding":true,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan","International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan","School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]},{"raw_affiliation_string":"School of Engineering, Ngee Ann Polytechnic, Singapore, 599489, Singapore","institution_ids":["https://openalex.org/I58236372"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5074179735"],"corresponding_institution_ids":["https://openalex.org/I143578492","https://openalex.org/I58236372","https://openalex.org/I96036126"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":6.7407,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.97829901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"3","first_page":"3227","last_page":"3244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9843000173568726,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9265000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6606997847557068},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6123033165931702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6083861589431763},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5938786268234253},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.44485610723495483},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.4332254230976105},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.34762492775917053},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2829324007034302},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27658194303512573}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6606997847557068},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6123033165931702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083861589431763},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5938786268234253},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.44485610723495483},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.4332254230976105},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.34762492775917053},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2829324007034302},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27658194303512573},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-020-02536-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02536-4","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":105,"referenced_works":["https://openalex.org/W197865394","https://openalex.org/W633594338","https://openalex.org/W1488104929","https://openalex.org/W1663973292","https://openalex.org/W1824152488","https://openalex.org/W1862394037","https://openalex.org/W1971732569","https://openalex.org/W1975640002","https://openalex.org/W1986093435","https://openalex.org/W1995875735","https://openalex.org/W2003629362","https://openalex.org/W2004829327","https://openalex.org/W2007099854","https://openalex.org/W2009086942","https://openalex.org/W2009787667","https://openalex.org/W2012383929","https://openalex.org/W2014683958","https://openalex.org/W2015714729","https://openalex.org/W2017580720","https://openalex.org/W2018691188","https://openalex.org/W2028652173","https://openalex.org/W2047181473","https://openalex.org/W2050123950","https://openalex.org/W2057423910","https://openalex.org/W2071430622","https://openalex.org/W2074466695","https://openalex.org/W2075733227","https://openalex.org/W2077204677","https://openalex.org/W2077430201","https://openalex.org/W2078500541","https://openalex.org/W2079469162","https://openalex.org/W2083361829","https://openalex.org/W2089034242","https://openalex.org/W2093552166","https://openalex.org/W2100495367","https://openalex.org/W2101926813","https://openalex.org/W2106706488","https://openalex.org/W2107745473","https://openalex.org/W2108139264","https://openalex.org/W2115431794","https://openalex.org/W2122882636","https://openalex.org/W2124428761","https://openalex.org/W2128084896","https://openalex.org/W2132483662","https://openalex.org/W2136922672","https://openalex.org/W2156340241","https://openalex.org/W2160924754","https://openalex.org/W2162273778","https://openalex.org/W2162800060","https://openalex.org/W2334266417","https://openalex.org/W2481757162","https://openalex.org/W2484727957","https://openalex.org/W2495557304","https://openalex.org/W2512426799","https://openalex.org/W2527796983","https://openalex.org/W2557283755","https://openalex.org/W2680172233","https://openalex.org/W2702116941","https://openalex.org/W2745699887","https://openalex.org/W2754331792","https://openalex.org/W2755499309","https://openalex.org/W2762957076","https://openalex.org/W2765350348","https://openalex.org/W2767583913","https://openalex.org/W2775521641","https://openalex.org/W2794228650","https://openalex.org/W2796148034","https://openalex.org/W2801690207","https://openalex.org/W2804642894","https://openalex.org/W2884237723","https://openalex.org/W2884483862","https://openalex.org/W2886986793","https://openalex.org/W2888673273","https://openalex.org/W2900101129","https://openalex.org/W2901319547","https://openalex.org/W2913789442","https://openalex.org/W2914231497","https://openalex.org/W2919115771","https://openalex.org/W2924456201","https://openalex.org/W2939421998","https://openalex.org/W2944352165","https://openalex.org/W2944552054","https://openalex.org/W2946650968","https://openalex.org/W2947860185","https://openalex.org/W2951434619","https://openalex.org/W2962865354","https://openalex.org/W2967737346","https://openalex.org/W2980825080","https://openalex.org/W2998840182","https://openalex.org/W2999082207","https://openalex.org/W3001683732","https://openalex.org/W3005077487","https://openalex.org/W3006339384","https://openalex.org/W3012684726","https://openalex.org/W3013966144","https://openalex.org/W3028054676","https://openalex.org/W3037971783","https://openalex.org/W3043955970","https://openalex.org/W3099085560","https://openalex.org/W3103507112","https://openalex.org/W3104737186","https://openalex.org/W3112286896","https://openalex.org/W4205110562","https://openalex.org/W4235262574","https://openalex.org/W4249033657"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W2354938404","https://openalex.org/W2149846955","https://openalex.org/W1595652908","https://openalex.org/W2357447513","https://openalex.org/W2369662652","https://openalex.org/W2378845890","https://openalex.org/W2386273025","https://openalex.org/W127966330","https://openalex.org/W2009977195"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":10}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}