{"id":"https://openalex.org/W4413054583","doi":"https://doi.org/10.1109/tbme.2025.3597083","title":"Hybrid Residual Neural Network for Obstructive Sleep Apnea Detection Using ECG Scalogram","display_name":"Hybrid Residual Neural Network for Obstructive Sleep Apnea Detection Using ECG Scalogram","publication_year":2025,"publication_date":"2025-08-08","ids":{"openalex":"https://openalex.org/W4413054583","doi":"https://doi.org/10.1109/tbme.2025.3597083","pmid":"https://pubmed.ncbi.nlm.nih.gov/40779387"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2025.3597083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2025.3597083","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xielan Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xielan Tang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, China","College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043677526","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0002-7590-3752"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I4210143430","display_name":"Southern Medical University Shenzhen Hospital","ror":"https://ror.org/037c01n91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143430"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["Sleep Medicine Center, Nanfang Hospital, Southern Medical University, China","Sleep Medicine Center, Nanfang Hospital, Southern Medical University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sleep Medicine Center, Nanfang Hospital, Southern Medical University, China","institution_ids":["https://openalex.org/I58200834","https://openalex.org/I4210103346"]},{"raw_affiliation_string":"Sleep Medicine Center, Nanfang Hospital, Southern Medical University, Shenzhen, China","institution_ids":["https://openalex.org/I4210143430","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yamei Li","orcid":"https://orcid.org/0000-0002-6721-5853"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yamei Li","raw_affiliation_strings":["Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, School of Electrical and Information Engineering, Zhengzhou University, China","Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6721-5853","affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, School of Electrical and Information Engineering, Zhengzhou University, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ming Guan","orcid":"https://orcid.org/0000-0003-2827-3118"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Guan","raw_affiliation_strings":["Department of Laboratory Medicine, Huashan Hospital, Fudan University, China","Department of Laboratory Medicine, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2827-3118","affiliations":[{"raw_affiliation_string":"Department of Laboratory Medicine, Huashan Hospital, Fudan University, China","institution_ids":["https://openalex.org/I4210159575","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Department of Laboratory Medicine, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210159575","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056357207","display_name":"Nian Xiong","orcid":"https://orcid.org/0000-0003-1371-0522"},"institutions":[{"id":"https://openalex.org/I1318643470","display_name":"Union Hospital","ror":"https://ror.org/01j7r2734","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1318643470"]},{"id":"https://openalex.org/I4210163933","display_name":"Union Hospital","ror":"https://ror.org/055gkcy74","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210163933"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nian Xiong","raw_affiliation_strings":["Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, China","Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1371-0522","affiliations":[{"raw_affiliation_string":"Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I4210163933","https://openalex.org/I47720641"]},{"raw_affiliation_string":"Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I1318643470","https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106973555","display_name":"Hung-Chun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hung-Chun Li","raw_affiliation_strings":["Joint Laboratory, Zhuhai UM Science and Technology Research Institute, Lingyange Semiconductor Incorporated, China","Joint Laboratory, Zhuhai UM Science and Technology Research Institute, Lingyange Semiconductor Incorporated, Zhuhai, China"],"raw_orcid":"https://orcid.org/0009-0009-1062-9631","affiliations":[{"raw_affiliation_string":"Joint Laboratory, Zhuhai UM Science and Technology Research Institute, Lingyange Semiconductor Incorporated, China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"Joint Laboratory, Zhuhai UM Science and Technology Research Institute, Lingyange Semiconductor Incorporated, Zhuhai, China","institution_ids":["https://openalex.org/I4210165204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035350935","display_name":"\u041c \u0413 \u041f\u043e\u043b\u0443\u044d\u043a\u0442\u043e\u0432","orcid":"https://orcid.org/0000-0001-6215-0918"},"institutions":[{"id":"https://openalex.org/I17877952","display_name":"Sechenov University","ror":"https://ror.org/02yqqv993","country_code":"RU","type":"education","lineage":["https://openalex.org/I17877952"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mikhail Poluektov","raw_affiliation_strings":["Sechenov First Moscow State Medical University, Russia","Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6215-0918","affiliations":[{"raw_affiliation_string":"Sechenov First Moscow State Medical University, Russia","institution_ids":["https://openalex.org/I17877952"]},{"raw_affiliation_string":"Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia","institution_ids":["https://openalex.org/I17877952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081003597","display_name":"Xuesheng Ma","orcid":"https://orcid.org/0000-0003-2882-8099"},"institutions":[{"id":"https://openalex.org/I869660684","display_name":"University of the Western Cape","ror":"https://ror.org/00h2vm590","country_code":"ZA","type":"education","lineage":["https://openalex.org/I869660684"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Xuesheng Ma","raw_affiliation_strings":["School of Natural Medicine, University of the Western Cape, South Africa","School of Natural Medicine, University of the Western Cape, Bellville, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-2882-8099","affiliations":[{"raw_affiliation_string":"School of Natural Medicine, University of the Western Cape, South Africa","institution_ids":["https://openalex.org/I869660684"]},{"raw_affiliation_string":"School of Natural Medicine, University of the Western Cape, Bellville, South Africa","institution_ids":["https://openalex.org/I869660684"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Zhang","orcid":"https://orcid.org/0000-0003-2726-2855"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-2726-2855","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037922594","display_name":"Mang I Vai","orcid":"https://orcid.org/0000-0003-0663-0049"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Mang I Vai","raw_affiliation_strings":["Faculty of Science and Technology, University of Macau, China","Faculty of Science and Technology, University of Macau, Macao, China"],"raw_orcid":"https://orcid.org/0000-0003-0663-0049","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Faculty of Science and Technology, University of Macau, Macao, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5835,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90007324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"73","issue":"3","first_page":"1015","last_page":"1023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9516000151634216,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919939517974854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6247845888137817},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6081095933914185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5785021185874939},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5601184964179993},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.507590651512146},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5013928413391113},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4815276265144348},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.4722428023815155},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4253655672073364},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3848721981048584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32985028624534607},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.21204492449760437},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14209824800491333},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13522762060165405},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10615774989128113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919939517974854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6247845888137817},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6081095933914185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5785021185874939},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5601184964179993},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.507590651512146},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5013928413391113},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4815276265144348},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.4722428023815155},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4253655672073364},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3848721981048584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32985028624534607},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.21204492449760437},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14209824800491333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13522762060165405},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10615774989128113},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000098415","descriptor_name":"Convolutional Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098415","descriptor_name":"Convolutional Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2025.3597083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2025.3597083","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:40779387","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40779387","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2923538500","display_name":null,"funder_award_id":"82471507","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3249824027","display_name":null,"funder_award_id":"82271525","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3373613062","display_name":null,"funder_award_id":"62471407","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3390237701","display_name":null,"funder_award_id":"62172340","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4223195373","display_name":null,"funder_award_id":"82271278","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1494365440","https://openalex.org/W2011114870","https://openalex.org/W2026191693","https://openalex.org/W2028850797","https://openalex.org/W2045259847","https://openalex.org/W2108207174","https://openalex.org/W2108691203","https://openalex.org/W2114168282","https://openalex.org/W2114899278","https://openalex.org/W2144602105","https://openalex.org/W2164179736","https://openalex.org/W2335449614","https://openalex.org/W2410613289","https://openalex.org/W2517389691","https://openalex.org/W2571304339","https://openalex.org/W2791025763","https://openalex.org/W2959442417","https://openalex.org/W2961638199","https://openalex.org/W2974597585","https://openalex.org/W3000589272","https://openalex.org/W3030241088","https://openalex.org/W3053117764","https://openalex.org/W3134182943","https://openalex.org/W3158747484","https://openalex.org/W3178764120","https://openalex.org/W3197346655","https://openalex.org/W3215302934","https://openalex.org/W4205634113","https://openalex.org/W4229082061","https://openalex.org/W4231438709","https://openalex.org/W4295123552","https://openalex.org/W4313839229","https://openalex.org/W4392904542"],"related_works":["https://openalex.org/W2149145101","https://openalex.org/W2376105158","https://openalex.org/W2508346598","https://openalex.org/W2980868362","https://openalex.org/W2560215812","https://openalex.org/W62530852","https://openalex.org/W4367186133","https://openalex.org/W4294175711","https://openalex.org/W1969068200","https://openalex.org/W2972212393"],"abstract_inverted_index":{"The":[0,53,95,156],"electrocardiogram":[1],"(ECG)":[2],"has":[3,223],"emerged":[4],"as":[5,75,116,118],"a":[6,29,83,100,119,167,171,190,194],"viable":[7],"alternative":[8],"to":[9,44,105,123,151,226],"polysomnography":[10],"(PSG)":[11],"for":[12,77,89,131],"the":[13,21,57,78,90,112,125,137,153,160,182,205,212],"detection":[14],"of":[15,25,50,63,93,136,165,169,173,179,188,192,196,202],"obstructive":[16],"sleep":[17],"apnea":[18],"(OSA).":[19],"Given":[20],"limited":[22],"feature":[23,102],"information":[24,130],"ECG":[26,51,73,138],"signals":[27],"in":[28,218],"single":[30],"domain,":[31],"this":[32],"study":[33],"proposes":[34],"an":[35,72,163,176,186,199],"adaptive":[36],"threshold":[37],"denoising":[38],"synchrosqueezed":[39],"wavelet":[40],"transform":[41],"(ADSWT)":[42],"algorithm":[43,55],"extract":[45],"high-resolution":[46],"time-frequency":[47,58],"domain":[48],"features":[49,65,109],"signals.":[52,139],"ADSWT":[54],"enhances":[56],"resolution,":[59],"enabling":[60],"better":[61,132],"extraction":[62,103],"key":[64],"while":[66],"minimizing":[67],"noise":[68],"interference,":[69],"and":[70,110,134,146,175,185,198,222],"generates":[71],"scalogram":[74],"input":[76],"network.":[79],"Additionally,":[80],"we":[81],"propose":[82],"hybrid":[84],"residual":[85],"neural":[86],"network":[87],"(HRN-Net)":[88],"automatic":[91,219],"classification":[92,221],"OSA.":[94],"HRN-Net":[96],"is":[97],"designed":[98],"with":[99],"dynamic":[101],"module":[104,122],"parse":[106],"complex":[107],"local":[108],"enhance":[111],"network's":[113],"generalization":[114],"capability,":[115],"well":[117],"dependency":[120],"modeling":[121],"capture":[124],"relationships":[126],"between":[127],"global":[128],"contextual":[129],"understanding":[133],"interpretation":[135],"All-night":[140],"PSG":[141],"recordings":[142],"from":[143],"both":[144],"public":[145,183],"private":[147,206],"datasets":[148],"are":[149],"used":[150],"validate":[152],"proposed":[154,213],"framework.":[155],"results":[157,209],"show":[158],"that":[159,211],"framework":[161,214],"achieves":[162],"accuracy":[164,187,217],"0.942,":[166],"sensitivity":[168,191],"0.926,":[170],"specificity":[172,195],"0.959,":[174],"F1":[177,200],"score":[178,201],"0.942":[180],"on":[181,204],"dataset,":[184],"0.946,":[189],"0.921,":[193],"0.972,":[197],"0.945":[203],"dataset.":[207],"These":[208],"indicate":[210],"offers":[215],"high":[216],"OSA":[220],"significant":[224],"potential":[225],"aid":[227],"clinical":[228],"decision-making.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
