{"id":"https://openalex.org/W4386883384","doi":"https://doi.org/10.1109/iciis58898.2023.10253510","title":"A Wearable LSTM Autoencoder-based ECG Detection System to Predict Myocardial Infarction","display_name":"A Wearable LSTM Autoencoder-based ECG Detection System to Predict Myocardial Infarction","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4386883384","doi":"https://doi.org/10.1109/iciis58898.2023.10253510"},"language":"en","primary_location":{"id":"doi:10.1109/iciis58898.2023.10253510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciis58898.2023.10253510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 17th International Conference on Industrial and Information Systems (ICIIS)","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/A5092907231","display_name":"Fernando I.A.S. I.","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Fernando I.A.S. I.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092907232","display_name":"Mithara Induwara","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Induwara M. S.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101246518","display_name":"Isuranga T.H. N.","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Isuranga T.H. N.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113004507","display_name":"Chithrani P.A. D.","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Chithrani P.A. D.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108864742","display_name":"Wickramathilaka D.A. D.","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Wickramathilaka D.A. D.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101246519","display_name":"Rajapaksha R.M.D.H. A.","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Rajapaksha R.M.D.H. A.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022152808","display_name":"Uditha Wijewardhana","orcid":"https://orcid.org/0000-0002-1208-530X"},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Wijewardhana U. L.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065997094","display_name":"Umaya Balagalla","orcid":"https://orcid.org/0000-0003-0369-0804"},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Balagalla U. B.","raw_affiliation_strings":["University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sri Jayewardenepura,Dept. Electrical & Electronic Engineering,Nugegoda,Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172828483"],"apc_list":null,"apc_paid":null,"fwci":0.6851,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66929755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"530","last_page":"534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9975000023841858,"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":0.9975000023841858,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.9507589340209961},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6943872570991516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6383144855499268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5542020797729492},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.4939897656440735},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40226852893829346},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.23427027463912964},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.229416161775589},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19352158904075623},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.08827495574951172}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9507589340209961},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6943872570991516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6383144855499268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5542020797729492},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.4939897656440735},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40226852893829346},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.23427027463912964},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.229416161775589},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19352158904075623},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08827495574951172}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iciis58898.2023.10253510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciis58898.2023.10253510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 17th International Conference on Industrial and Information Systems (ICIIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W91834292","https://openalex.org/W2015737168","https://openalex.org/W2018347033","https://openalex.org/W2036190325","https://openalex.org/W2050123950","https://openalex.org/W2065467606","https://openalex.org/W2107209825","https://openalex.org/W2142181701","https://openalex.org/W2162875449","https://openalex.org/W2302877473","https://openalex.org/W2532722088","https://openalex.org/W2774583472","https://openalex.org/W2902455138","https://openalex.org/W2964010366","https://openalex.org/W3012082538","https://openalex.org/W3026299583","https://openalex.org/W3210048417","https://openalex.org/W4225632040","https://openalex.org/W4251995795","https://openalex.org/W6756753118"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4220775285","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Despite":[0],"the":[1,11,35,45,65,74,90,93,96,109,120,132,157,161,168,170,184],"awareness":[2],"and":[3,84,128,153,165,198],"modern":[4],"health":[5,37],"treat-ments,":[6],"Cardiovascular":[7],"Diseases":[8],"(CVD)":[9],"remain":[10],"leading":[12],"cause":[13],"of":[14,23,95,119,148,160],"death":[15],"worldwide.":[16],"Myocardial":[17],"Infarction":[18],"(MI)":[19],"account":[20],"for":[21,88],"85%":[22],"CVD":[24,43,204],"deaths":[25],"recorded":[26],"globally,":[27],"yet":[28],"no":[29],"treatment":[30],"at":[31],"present":[32],"can":[33],"recover":[34],"heart":[36,199],"to":[38,53,131,182],"its":[39,192],"initial":[40],"condition.":[41],"Considering":[42],"statistics,":[44],"\u201cCardio-X\u201d":[46],"device":[47,58],"was":[48],"developed":[49],"as":[50],"a":[51,60,69,85,104,112,125,145,173,179],"solution":[52,181],"predict":[54],"an":[55,136,189],"MI.":[56],"The":[57,98,116,141],"comprises":[59],"sensory":[61,99],"unit":[62,71,100,122],"-":[63,72],"including":[64,150],"III-Lead":[66],"ECG":[67],"system,":[68],"comparison":[70,121],"with":[73,111,167],"Deep":[75],"Learning":[76],"(DL)":[77],"model:":[78],"Long":[79],"Short-Term":[80],"Memory":[81],"(LSTM)":[82],"autoencoder":[83],"mobile":[86,133],"application":[87],"displaying":[89],"final":[91],"result,":[92],"condition":[94],"patient.":[97],"is":[101,129,178],"incorporated":[102],"in":[103,124,187],"wearable":[105],"vest":[106],"that":[107],"provides":[108],"patient":[110],"comfortable":[113],"measuring":[114],"environment.":[115],"DL":[117,142],"model":[118,143,171],"runs":[123],"cloud":[126],"server":[127],"connected":[130],"app":[134],"through":[135],"Application":[137],"Programming":[138],"Interface":[139],"(API).":[140],"uses":[144],"5000":[146],"dataset":[147],"ECGs,":[149],"both":[151],"MI":[152,190],"non-MI":[154],"patients,":[155],"comparing":[156],"ST-segment":[158],"elevation":[159],"captured":[162],"ECGs.":[163],"Trained":[164],"tested":[166],"dataset,":[169],"presents":[172],"97%":[174],"testing":[175],"accuracy.":[176],"Cardio-X":[177],"low-cost":[180],"address":[183],"clinical":[185],"gap":[186],"detecting":[188],"before":[191],"occurrence":[193],"while":[194],"significantly":[195],"reducing":[196],"mortality":[197],"damage":[200],"rates,":[201],"consequently":[202],"impacting":[203],"statistics":[205],"globally.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}