{"id":"https://openalex.org/W4285725804","doi":"https://doi.org/10.1109/mim.2022.9832823","title":"Deep Learning-Based Signal Quality Assessment for Wearable ECGs","display_name":"Deep Learning-Based Signal Quality Assessment for Wearable ECGs","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4285725804","doi":"https://doi.org/10.1109/mim.2022.9832823"},"language":"en","primary_location":{"id":"doi:10.1109/mim.2022.9832823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mim.2022.9832823","pdf_url":null,"source":{"id":"https://openalex.org/S121167460","display_name":"IEEE Instrumentation & Measurement Magazine","issn_l":"1094-6969","issn":["1094-6969","1941-0123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Instrumentation &amp; Measurement Magazine","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/A5100362474","display_name":"Xiangyu Zhang","orcid":"https://orcid.org/0009-0002-9234-6289"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangyu Zhang","raw_affiliation_strings":["Southeast University,Nanjing,China","School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, China","Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641150","display_name":"Jianqing Li","orcid":"https://orcid.org/0000-0002-3524-8933"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqing Li","raw_affiliation_strings":["Southeast University,Nanjing,China","School of Basic Medical Sciences, Nanjing Medical University, Nanjing, China","Southeast University, Nanjing, China","School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Basic Medical Sciences, Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666505","display_name":"Zhipeng Cai","orcid":"https://orcid.org/0000-0003-3653-6838"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Cai","raw_affiliation_strings":["Southeast University,Nanjing,China","School of Instrument Science and Engineering, Southeast University, Nanjing, China","Southeast University, Nanjing, China","School of Mechanical Engineering, Jiangsu University, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102994739","display_name":"Lina Zhao","orcid":"https://orcid.org/0000-0002-4056-5140"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Zhao","raw_affiliation_strings":["Southeast University,Nanjing,China","Southeast University, Nanjing, China","Shandong University, Jinan, China","School of Control Science and Engineering, China"],"affiliations":[{"raw_affiliation_string":"Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Control Science and Engineering, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321186","display_name":"Chengyu Liu","orcid":"https://orcid.org/0000-0003-1965-3020"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN","GB","US"],"is_corresponding":false,"raw_author_name":"Chengyu Liu","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University,Nanjing,China","Shandong University, Jinan, China","Newcastle University, UK","School of Instrument Science and Engineering, Southeast University, Nanjing, China","Emory University, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Newcastle University, UK","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Emory University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100362474"],"corresponding_institution_ids":["https://openalex.org/I4800084","https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":3.916,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.94758142,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"25","issue":"5","first_page":"41","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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":1.0,"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":0.9872999787330627,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/computer-science","display_name":"Computer science","score":0.6498223543167114},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.6350626349449158},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6143492460250854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6044310331344604},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5942804217338562},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5430192351341248},{"id":"https://openalex.org/keywords/beat","display_name":"Beat (acoustics)","score":0.5144698619842529},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4910547733306885},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4835509955883026},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.47203007340431213},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4474211633205414},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.4282616674900055},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38279399275779724},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10720092058181763},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10202109813690186},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08417534828186035},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.07963612675666809},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.0646565854549408}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6498223543167114},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.6350626349449158},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6143492460250854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6044310331344604},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5942804217338562},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5430192351341248},{"id":"https://openalex.org/C189809214","wikidata":"https://www.wikidata.org/wiki/Q829522","display_name":"Beat (acoustics)","level":2,"score":0.5144698619842529},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4910547733306885},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4835509955883026},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47203007340431213},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4474211633205414},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4282616674900055},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38279399275779724},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10720092058181763},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10202109813690186},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08417534828186035},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07963612675666809},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0646565854549408},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mim.2022.9832823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mim.2022.9832823","pdf_url":null,"source":{"id":"https://openalex.org/S121167460","display_name":"IEEE Instrumentation & Measurement Magazine","issn_l":"1094-6969","issn":["1094-6969","1941-0123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Instrumentation &amp; Measurement Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G1693511200","display_name":null,"funder_award_id":"81871444,62001105,62071241","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2527215300","display_name":null,"funder_award_id":"2019YFE0113800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6126259290","display_name":null,"funder_award_id":"BE2017735","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1965421420","https://openalex.org/W2021044602","https://openalex.org/W2024479929","https://openalex.org/W2030244668","https://openalex.org/W2030837440","https://openalex.org/W2038436648","https://openalex.org/W2045259847","https://openalex.org/W2049755262","https://openalex.org/W2057781447","https://openalex.org/W2066226976","https://openalex.org/W2081445748","https://openalex.org/W2088249124","https://openalex.org/W2122930900","https://openalex.org/W2162693370","https://openalex.org/W2168028135","https://openalex.org/W2337811786","https://openalex.org/W2345175561","https://openalex.org/W2507148354","https://openalex.org/W2510044447","https://openalex.org/W2587967768","https://openalex.org/W2592929672","https://openalex.org/W2748902594","https://openalex.org/W2791450091","https://openalex.org/W2805313241","https://openalex.org/W2883293569","https://openalex.org/W2890024788","https://openalex.org/W2897574883","https://openalex.org/W2898457787","https://openalex.org/W2902644322","https://openalex.org/W2905577851","https://openalex.org/W2910842105","https://openalex.org/W2914548610","https://openalex.org/W2916569695","https://openalex.org/W2919664113","https://openalex.org/W2991456394","https://openalex.org/W3003542559","https://openalex.org/W3116880484","https://openalex.org/W4233282279","https://openalex.org/W6632381027","https://openalex.org/W6675637455","https://openalex.org/W6678705469"],"related_works":["https://openalex.org/W1974895211","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W2176409448","https://openalex.org/W2364769705","https://openalex.org/W2056136368","https://openalex.org/W2374664672","https://openalex.org/W4367555392","https://openalex.org/W2538520412","https://openalex.org/W2883092465"],"abstract_inverted_index":{"Nowadays,":[0],"use":[1],"of":[2,11,15,47,126,148],"the":[3,12,25,37,55,73,113,124,142,162,178],"dynamic":[4,87,107],"electrocardiogram":[5],"(ECG)":[6],"has":[7],"developed":[8],"rapidly":[9],"because":[10],"wide":[13],"application":[14],"wearable":[16,39,88],"devices":[17],"[1]\u2013[3].":[18],"Most":[19],"ECG-based":[20],"diagnostic":[21],"algorithms":[22,100],"require":[23],"that":[24],"ECG":[26,40,56,74,85,108,116,119,155],"signal":[27,41,62,78,144],"have":[28],"a":[29,44,67,153],"clear":[30],"waveform":[31],"and":[32,49,104,123],"accurate":[33],"feature":[34,121],"points.":[35],"However,":[36],"collected":[38],"usually":[42],"contains":[43],"certain":[45],"amount":[46],"noise":[48,127],"causes":[50],"many":[51],"false":[52,132],"alarms":[53,133],"in":[54,70,106,130],"analysis":[57],"system":[58],"[4],":[59],"[5].":[60],"Thus,":[61],"quality":[63,79,145],"assessment":[64],"(SQA)":[65],"plays":[66],"prominent":[68],"role":[69],"ruling":[71],"out":[72],"segments":[75],"with":[76,82],"poor":[77],"[6].":[80],"Compared":[81],"traditional":[83],"static":[84],"signals,":[86],"ECGs":[89],"contain":[90],"more":[91],"noise,":[92],"which":[93],"brings":[94],"greater":[95],"challenges":[96],"to":[97,170,176],"disease":[98],"detection":[99,125],"[7]\u2013[9].":[101],"These":[102],"artifacts":[103],"noises":[105],"signals":[109],"can":[110],"seriously":[111],"affect":[112],"R-peaks":[114],"detection,":[115],"beat":[117,150],"extraction,":[118],"morphological":[120],"extraction":[122],"peaks,":[128],"resulting":[129],"frequent":[131],"[10].":[134],"In":[135],"2008,":[136],"Li":[137],"et":[138,158,182],"al.":[139,159,183],"[11]":[140],"proposed":[141,185],"bSQI":[143,169,174],"indexes:":[146],"comparison":[147],"two":[149,163],"detectors":[151],"on":[152],"single":[154],"lead.":[156],"Liu":[157,181],"[12]":[160],"generalized":[161],"QRS":[164,172],"wave":[165],"complex":[166],"(QRS)":[167],"detectors-based":[168,173],"multiple":[171],"(GbSQI)":[175],"improve":[177],"SQA":[179,189],"performance.":[180],"[8]":[184],"an":[186],"efficient":[187],"real-time":[188],"method":[190],"for":[191],"healthy":[192],"subjects.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
