{"id":"https://openalex.org/W2914352870","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633273","title":"Identification and Classification of Electrocardiogram Signals Based on Convolutional Recurrent Neural Network","display_name":"Identification and Classification of Electrocardiogram Signals Based on Convolutional Recurrent Neural Network","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2914352870","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633273","mag":"2914352870"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei.2018.8633273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5100748296","display_name":"Jinwei Ma","orcid":"https://orcid.org/0000-0002-3677-1021"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinwei Ma","raw_affiliation_strings":["Department of Biomedical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101461640","display_name":"Shengping Liu","orcid":"https://orcid.org/0000-0002-0603-9972"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengping Liu","raw_affiliation_strings":["Department of Biomedical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101407567","display_name":"Guoming Chen","orcid":"https://orcid.org/0000-0003-1281-5293"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoming Chen","raw_affiliation_strings":["Department of Biomedical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100748296"],"corresponding_institution_ids":["https://openalex.org/I50632499"],"apc_list":null,"apc_paid":null,"fwci":0.1695,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59867042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.965399980545044,"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":0.965399980545044,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7065486907958984},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.6879816055297852},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6684441566467285},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6494251489639282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6185617446899414},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4529794454574585},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.428966760635376},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.4118776321411133},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3972862958908081},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.10637730360031128},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08896946907043457}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7065486907958984},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.6879816055297852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6684441566467285},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6494251489639282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6185617446899414},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4529794454574585},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.428966760635376},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.4118776321411133},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3972862958908081},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.10637730360031128},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08896946907043457},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei.2018.8633273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4385543909","https://openalex.org/W3039320222","https://openalex.org/W3199640442","https://openalex.org/W1898280036","https://openalex.org/W2044754775","https://openalex.org/W2382278803","https://openalex.org/W2803040299","https://openalex.org/W2376695684","https://openalex.org/W2236027875","https://openalex.org/W2034075638"],"abstract_inverted_index":{"Electrocardiogram":[0],"(ECG)signals":[1],"are":[2],"important":[3,27],"sign":[4],"signal":[5,22],"of":[6,13,17,57,71,81,119,135],"human":[7],"heart":[8,18],"health.":[9],"Arrhythmia":[10],"is":[11,129,139],"one":[12],"the":[14,33,37,55,66,82,88,92,108,115,123,132,147],"main":[15],"features":[16],"disease.":[19],"Therefore,":[20],"ECG":[21,34,72,83,120,137,163],"recognition":[23,117,133,159],"and":[24,51,69,78,96,106,156],"classification":[25,70,111,160],"have":[26],"clinical":[28],"significance.":[29],"In":[30],"this":[31],"paper,":[32],"signals":[35,84,121,138],"in":[36,122],"MIT":[38,124],"-":[39,125],"BIH":[40,126],"standard":[41],"library":[42],"were":[43,49,85],"used":[44],"as":[45],"sample":[46,89,128],"data,":[47],"which":[48],"identified":[50],"classified":[52],"based":[53],"on":[54,87],"algorithm":[56],"convolutional":[58,98],"recurrent":[59,99],"neural":[60,100],"network":[61,101],"(CRNN)in":[62],"order":[63],"to":[64,104,141],"realize":[65],"intelligent":[67],"identification":[68],"signals.":[73,109,164],"The":[74,110,143],"R-wave":[75],"peak":[76],"location":[77],"heartbeat":[79],"segmentation":[80],"performed":[86],"data":[90],"using":[91],"differential":[93],"threshold":[94],"method,":[95],"a":[97,157],"was":[102],"constructed":[103],"identify":[105],"classify":[107],"results":[112,144],"show":[113,145],"that":[114,146],"overall":[116],"rate":[118,134,155,161],"database":[127],"98.81":[130],"%,":[131],"normal":[136],"up":[140],"99.67%.":[142],"CRNN":[148],"has":[149],"strong":[150],"generalization":[151],"ability,":[152],"fast":[153],"convergence":[154],"good":[158],"for":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
