{"id":"https://openalex.org/W3203041165","doi":"https://doi.org/10.1145/3474906.3474908","title":"Synthesis of Chest-Lead ECG Using Temporal Convolutional Networks","display_name":"Synthesis of Chest-Lead ECG Using Temporal Convolutional Networks","publication_year":2021,"publication_date":"2021-06-25","ids":{"openalex":"https://openalex.org/W3203041165","doi":"https://doi.org/10.1145/3474906.3474908","mag":"3203041165"},"language":"en","primary_location":{"id":"doi:10.1145/3474906.3474908","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474906.3474908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 the 5th International Conference on Graphics and Signal Processing","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/A5088030011","display_name":"Yu-Hung Chuang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Hung Chuang","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059971206","display_name":"Yu\u2010Chieh Huang","orcid":"https://orcid.org/0000-0002-4261-9886"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chieh Huang","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025722897","display_name":"Chein-Fang Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122128","display_name":"Taiwan Nurses Association","ror":"https://ror.org/02px13636","country_code":"TW","type":"other","lineage":["https://openalex.org/I4210122128"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chein-Fang Chiu","raw_affiliation_strings":["Taiwan Association of Family Medicine, Taiwan"],"affiliations":[{"raw_affiliation_string":"Taiwan Association of Family Medicine, Taiwan","institution_ids":["https://openalex.org/I4210122128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043140115","display_name":"Wen\u2010Whei Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Whei Chang","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061908942","display_name":"Jen\u2010Tzung Chien","orcid":"https://orcid.org/0000-0003-3466-8941"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jen-Tzung Chien","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088030011"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.1563,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53216725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"54","last_page":"59"},"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":0.9959999918937683,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9800000190734863,"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/lead","display_name":"Lead (geology)","score":0.7429083585739136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6217187643051147},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.5981079339981079},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4998297691345215},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4860885441303253},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4202122390270233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4110693335533142},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3433806896209717},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2532545328140259},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18827414512634277},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09463715553283691}],"concepts":[{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.7429083585739136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6217187643051147},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.5981079339981079},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4998297691345215},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4860885441303253},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4202122390270233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4110693335533142},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3433806896209717},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2532545328140259},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18827414512634277},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09463715553283691},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","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},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3474906.3474908","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474906.3474908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 the 5th International Conference on Graphics and Signal Processing","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":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1287089231","display_name":null,"funder_award_id":"110-2634-F-009-016","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1859265065","https://openalex.org/W2000982976","https://openalex.org/W2007431958","https://openalex.org/W2064675550","https://openalex.org/W2085063828","https://openalex.org/W2105119992","https://openalex.org/W2153921193","https://openalex.org/W2170508447","https://openalex.org/W2336817976","https://openalex.org/W2480377205","https://openalex.org/W2792764867","https://openalex.org/W2896209891","https://openalex.org/W2969366256","https://openalex.org/W2971515944"],"related_works":["https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W41015297","https://openalex.org/W4280645561"],"abstract_inverted_index":{"Cardiovascular":[0],"diseases":[1],"(CVDs)":[2],"are":[3],"a":[4,56,127],"leading":[5],"cause":[6],"of":[7,42,48,74,94,122],"mortality":[8],"globally,":[9],"and":[10,13,50,71,97,116],"therefore":[11],"timely":[12],"accurate":[14],"diagnosis":[15],"is":[16,26,114],"crucial":[17],"to":[18,29,67,99],"patient":[19],"safety.":[20],"The":[21],"standard":[22],"12-lead":[23],"electrocardiography":[24],"(ECG)":[25],"routinely":[27],"used":[28],"diagnose":[30],"heart":[31],"disease.":[32],"Most":[33],"wearable":[34],"monitoring":[35],"devices":[36],"provide":[37],"insufficient":[38],"ECG":[39,75,95,124],"information":[40],"because":[41],"the":[43,46,84,91,101,111],"limitations":[44],"in":[45,120],"number":[47],"leads":[49],"measurement":[51],"positions.":[52],"This":[53],"study":[54],"presents":[55],"patient-specific":[57],"chest-lead":[58,123],"synthesis":[59,102,121],"method":[60,113],"based":[61],"on":[62,105],"temporal":[63],"convolutional":[64],"network":[65],"(TCN)":[66],"exploit":[68],"both":[69],"intra-":[70],"inter-lead":[72],"correlations":[73],"signals.":[76],"Performance":[77],"can":[78],"be":[79],"further":[80],"enhanced":[81],"by":[82],"using":[83],"variational":[85],"mode":[86],"decomposition":[87],"(VMD),":[88],"which":[89],"reduces":[90],"non-stationary":[92],"characteristic":[93],"signals":[96,125],"helps":[98],"improve":[100],"accuracy.":[103],"Experiments":[104],"PTB":[106],"diagnostic":[107],"database":[108],"demonstrate":[109],"that":[110],"proposed":[112],"effective":[115],"has":[117],"good":[118],"performance":[119],"from":[126],"single":[128],"limb":[129],"lead.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
