{"id":"https://openalex.org/W2902314975","doi":"https://doi.org/10.1109/icacci.2018.8554541","title":"Cardiac Arrhythmia Detection from Single-lead ECG using CNN and LSTM assisted by Oversampling","display_name":"Cardiac Arrhythmia Detection from Single-lead ECG using CNN and LSTM assisted by Oversampling","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902314975","doi":"https://doi.org/10.1109/icacci.2018.8554541","mag":"2902314975"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2018.8554541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-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/A5102301589","display_name":"Dhwaj Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Dhwaj Verma","raw_affiliation_strings":["Department of Information Technology, Indian Institute of Information Technology, Allahabad, Allahabad, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Indian Institute of Information Technology, Allahabad, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004401828","display_name":"Sonali Agarwal","orcid":"https://orcid.org/0000-0001-9083-5033"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonali Agarwal","raw_affiliation_strings":["Department of Information Technology, Indian Institute of Information Technology, Allahabad, Allahabad, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Indian Institute of Information Technology, Allahabad, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102301589"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":1.5259,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.84811041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"14","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9939000010490417,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9606999754905701,"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/oversampling","display_name":"Oversampling","score":0.826525092124939},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"Cardiac arrhythmia","score":0.6774729490280151},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.6249411106109619},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5772400498390198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5692639350891113},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5544916391372681},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5299264788627625},{"id":"https://openalex.org/keywords/normal-sinus-rhythm","display_name":"Normal Sinus Rhythm","score":0.5267820954322815},{"id":"https://openalex.org/keywords/sinus-rhythm","display_name":"Sinus rhythm","score":0.5100494027137756},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.47503331303596497},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4376162588596344},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4293120801448822},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4103464186191559},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29502439498901367}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.826525092124939},{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.6774729490280151},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.6249411106109619},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5772400498390198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692639350891113},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5544916391372681},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5299264788627625},{"id":"https://openalex.org/C2908745016","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Normal Sinus Rhythm","level":3,"score":0.5267820954322815},{"id":"https://openalex.org/C2775914520","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Sinus rhythm","level":3,"score":0.5100494027137756},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.47503331303596497},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4376162588596344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4293120801448822},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4103464186191559},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29502439498901367},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2018.8554541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307856","display_name":"World Health Organization","ror":"https://ror.org/01f80g185"},{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320313996","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1538967293","https://openalex.org/W2027774888","https://openalex.org/W2135107501","https://openalex.org/W2148143831","https://openalex.org/W2543661139","https://openalex.org/W2794258202","https://openalex.org/W2794550444","https://openalex.org/W2794957679","https://openalex.org/W2795055747","https://openalex.org/W2795216353","https://openalex.org/W2798018411","https://openalex.org/W2798102740","https://openalex.org/W2962680400","https://openalex.org/W2963478701","https://openalex.org/W6747811457","https://openalex.org/W6750777584","https://openalex.org/W6751398248"],"related_works":["https://openalex.org/W2738221750","https://openalex.org/W4255811921","https://openalex.org/W2732542196","https://openalex.org/W564581980","https://openalex.org/W2406809461","https://openalex.org/W2134915840","https://openalex.org/W2606328028","https://openalex.org/W1993723007","https://openalex.org/W2606688271","https://openalex.org/W4200300187"],"abstract_inverted_index":{"Cardiac":[0],"Arrhythmia":[1],"is":[2,14],"one":[3],"of":[4,40],"most":[5,15],"commonly":[6,16],"occurring":[7,17],"cardiovascular":[8],"disease":[9],"in":[10,89],"which":[11,19,52],"atrial":[12,66],"fibrillation":[13],"arrhythmia":[18],"can":[20,80],"be":[21],"detected":[22],"using":[23],"single":[24],"lead":[25],"electrocardiogram.":[26],"In":[27],"this":[28,82],"research,":[29],"we":[30],"develop":[31],"a":[32,38],"Deep":[33],"Learning":[34],"(DL)":[35],"model":[36],"with":[37,72],"combination":[39],"Convolutional":[41],"Neural":[42],"Net":[43],"and":[44,69],"Long":[45],"Short-term":[46],"Memory":[47],"assisted":[48],"by":[49],"Oversampling":[50],"technique":[51],"classifies":[53],"the":[54,90],"2017":[55],"PhysioNet/CinC":[56],"Challenge":[57],"dataset":[58],"into":[59],"four":[60],"classes,":[61],"i.e.":[62],"normal":[63],"sinus":[64],"rhythm,":[65],"fibrillation,":[67],"others":[68],"noisy":[70],"classes":[71],"an":[73],"accuracy":[74],"better":[75],"than":[76],"present":[77],"techniques.":[78],"We":[79],"integrate":[81],"Algorithm":[83],"to":[84,86],"CPS-heart":[85],"find":[87],"abnormalities":[88],"human":[91],"heart.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}