{"id":"https://openalex.org/W3186805621","doi":"https://doi.org/10.1109/jbhi.2021.3098312","title":"Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data","display_name":"Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3186805621","doi":"https://doi.org/10.1109/jbhi.2021.3098312","mag":"3186805621","pmid":"https://pubmed.ncbi.nlm.nih.gov/34288880"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2021.3098312","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3098312","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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":"Minsoo Yeo","orcid":"https://orcid.org/0000-0002-8023-1364"},"institutions":[{"id":"https://openalex.org/I4210101755","display_name":"Taewoong Medical (South Korea)","ror":"https://ror.org/015csvh80","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210101755"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minsoo Yeo","raw_affiliation_strings":["Department of Digital Healthcare, Taewoong Medical, Gimpo, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8023-1364","affiliations":[{"raw_affiliation_string":"Department of Digital Healthcare, Taewoong Medical, Gimpo, Republic of Korea","institution_ids":["https://openalex.org/I4210101755"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hoonsuk Byun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101755","display_name":"Taewoong Medical (South Korea)","ror":"https://ror.org/015csvh80","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210101755"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoonsuk Byun","raw_affiliation_strings":["Department of Digital Healthcare, Taewoong Medical, Gimpo, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Healthcare, Taewoong Medical, Gimpo, Republic of Korea","institution_ids":["https://openalex.org/I4210101755"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiyeon Lee","orcid":"https://orcid.org/0000-0002-8422-8613"},"institutions":[{"id":"https://openalex.org/I4210101755","display_name":"Taewoong Medical (South Korea)","ror":"https://ror.org/015csvh80","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210101755"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiyeon Lee","raw_affiliation_strings":["Department of Digital Healthcare, Taewoong Medical, Gimpo, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8422-8613","affiliations":[{"raw_affiliation_string":"Department of Digital Healthcare, Taewoong Medical, Gimpo, Republic of Korea","institution_ids":["https://openalex.org/I4210101755"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jungick Byun","orcid":"https://orcid.org/0000-0002-6224-4575"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungick Byun","raw_affiliation_strings":["Department of Neurology, School of Medicine, Kyunghee University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6224-4575","affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Kyunghee University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hak Young Rhee","orcid":"https://orcid.org/0000-0002-3016-2591"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hak Young Rhee","raw_affiliation_strings":["Department of Neurology, School of Medicine, Kyunghee University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-3016-2591","affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Kyunghee University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wonchul Shin","orcid":"https://orcid.org/0000-0003-3044-9397"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonchul Shin","raw_affiliation_strings":["Department of Neurology, School of Medicine, Kyunghee University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3044-9397","affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, Kyunghee University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":null,"display_name":"Heenam Yoon","orcid":"https://orcid.org/0000-0002-5397-5245"},"institutions":[{"id":"https://openalex.org/I157264075","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42","country_code":"KR","type":"education","lineage":["https://openalex.org/I157264075"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heenam Yoon","raw_affiliation_strings":["Department of Human-Centered Artificial Intelligence, Sangmyung University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-5397-5245","affiliations":[{"raw_affiliation_string":"Department of Human-Centered Artificial Intelligence, Sangmyung University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I157264075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6983,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.82969587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"26","issue":"2","first_page":"550","last_page":"560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.39340001344680786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.39340001344680786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.35120001435279846,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.11469999700784683,"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/polysomnogram","display_name":"Polysomnogram","score":0.9811999797821045},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5022000074386597},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.4932999908924103},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48730000853538513},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4489000141620636},{"id":"https://openalex.org/keywords/respiratory-system","display_name":"Respiratory system","score":0.4196999967098236},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.41110000014305115},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.3968000113964081},{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.3930000066757202}],"concepts":[{"id":"https://openalex.org/C2909718394","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnogram","level":4,"score":0.9811999797821045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5799999833106995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5566999912261963},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5022000074386597},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.4932999908924103},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48730000853538513},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4489000141620636},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.4196999967098236},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4077000021934509},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.3930000066757202},{"id":"https://openalex.org/C52620605","wikidata":"https://www.wikidata.org/wiki/Q7268357","display_name":"Quadratic classifier","level":3,"score":0.3856000006198883},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.37459999322891235},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.35120001435279846},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3427000045776367},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.3352000117301941},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.31630000472068787},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.3156999945640564},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C2778724333","wikidata":"https://www.wikidata.org/wiki/Q14401","display_name":"Kappa","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C2779358675","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Respiratory monitoring","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2535000145435333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2500999867916107}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2021.3098312","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3098312","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:34288880","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34288880","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1276754516","display_name":null,"funder_award_id":"N01-HC-95160","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G1572479763","display_name":null,"funder_award_id":"HL46380","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1657168240","display_name":null,"funder_award_id":"UL1-TR-001420","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G1969827686","display_name":null,"funder_award_id":"N01-HC-95166","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G2238490387","display_name":null,"funder_award_id":"N01-HC-95169","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G2639998763","display_name":null,"funder_award_id":"N01-HC-95165","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G2862297731","display_name":null,"funder_award_id":"R24 HL114473","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G3290784709","display_name":null,"funder_award_id":"75N92019R002","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G3982441736","display_name":null,"funder_award_id":"N01-HC-95167","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G4101536646","display_name":null,"funder_award_id":"N01-HC-95159","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G4146420730","display_name":null,"funder_award_id":"UL1-TR-000040","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G4333156329","display_name":null,"funder_award_id":"RO1-46380","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G535872069","display_name":null,"funder_award_id":"N01-HC-95164","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G5439146981","display_name":null,"funder_award_id":"UL1-TR-001079","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G5535472543","display_name":null,"funder_award_id":"T32-HL07567","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G575289800","display_name":null,"funder_award_id":"N01-HC-95163","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G6789189252","display_name":null,"funder_award_id":"N01-HC-95168","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G6855506055","display_name":null,"funder_award_id":"N01-HC-95162","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G7886706545","display_name":null,"funder_award_id":"N01-HC-95161","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G8714546325","display_name":null,"funder_award_id":"HHSN268201500003I","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G981631975","display_name":null,"funder_award_id":"M01 RR00080-39","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W95419338","https://openalex.org/W151108041","https://openalex.org/W1937674079","https://openalex.org/W1977326341","https://openalex.org/W1986672547","https://openalex.org/W1997598762","https://openalex.org/W2004635300","https://openalex.org/W2061276287","https://openalex.org/W2091052434","https://openalex.org/W2095233676","https://openalex.org/W2098816250","https://openalex.org/W2104251791","https://openalex.org/W2106336403","https://openalex.org/W2107216158","https://openalex.org/W2114899278","https://openalex.org/W2164981055","https://openalex.org/W2296327543","https://openalex.org/W2515118094","https://openalex.org/W2585386737","https://openalex.org/W2612940703","https://openalex.org/W2618657742","https://openalex.org/W2731762230","https://openalex.org/W2775066402","https://openalex.org/W2789371078","https://openalex.org/W2803171678","https://openalex.org/W2805075551","https://openalex.org/W2806523420","https://openalex.org/W2896708111","https://openalex.org/W2899298061","https://openalex.org/W2901061692","https://openalex.org/W2901759850","https://openalex.org/W2905566041","https://openalex.org/W2912744259","https://openalex.org/W2916703869","https://openalex.org/W2949394964","https://openalex.org/W2951891415","https://openalex.org/W2959442417","https://openalex.org/W2979679267","https://openalex.org/W2983723992","https://openalex.org/W2999648821","https://openalex.org/W3015147832","https://openalex.org/W3016504312","https://openalex.org/W3024624385","https://openalex.org/W3093887727","https://openalex.org/W3095708440","https://openalex.org/W4231438709","https://openalex.org/W4249972823","https://openalex.org/W4294830572","https://openalex.org/W6607116219","https://openalex.org/W6638234538","https://openalex.org/W6679103314","https://openalex.org/W6763596924","https://openalex.org/W6772587476"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,145,151],"automatic":[4],"algorithm":[5,46],"for":[6,45,113],"the":[7,65,88,101,108,114,123,128,135,170,183,191],"detection":[8,56],"of":[9,27,40,148,153,159,186,193],"respiratory":[10,18,54,68,116,173],"events":[11],"in":[12],"patients":[13],"using":[14,25,98,127],"electrocardiogram":[15],"(ECG)":[16],"and":[17,30,48,57,67,87,107,130,155,172],"signals.":[19],"The":[20,50,119,161],"proposed":[21,51,136,162],"method":[22,52,137,163],"was":[23,95,105,111,138],"developed":[24],"data":[26,39],"polysomnogram":[28],"(PSG)":[29],"those":[31],"recorded":[32],"from":[33,64],"a":[34,156],"patch-type":[35],"device.":[36],"In":[37],"total,":[38],"1,285":[41],"subjects":[42],"were":[43,70],"used":[44,180],"development":[47,184],"evaluation.":[49],"involved":[53],"event":[55,117],"apnea-hypopnea":[58],"index":[59],"(AHI)":[60],"estimation.":[61],"Handcrafted":[62],"features":[63],"ECG":[66,171],"signals":[69,174],"applied":[71],"to":[72,181,190],"machine":[73,91],"learning":[74],"algorithms":[75],"including":[76],"linear":[77],"discriminant":[78,81],"analysis,":[79,82],"quadratic":[80],"random":[83],"forest,":[84],"multi-layer":[85],"perceptron,":[86],"support":[89],"vector":[90],"(SVM).":[92],"High":[93],"performance":[94,165],"demonstrated":[96],"when":[97],"SVM,":[99],"where":[100],"overall":[102],"accuracy":[103,152],"achieved":[104],"83%":[106],"Cohen's":[109,157],"kappa":[110,158],"0.53":[112],"minute-by-minute":[115],"detection.":[118],"correlation":[120],"coefficient":[121],"between":[122],"reference":[124],"AHI":[125,132,146],"obtained":[126],"PSG":[129],"estimated":[131],"as":[133,167],"per":[134],"0.87.":[139],"Furthermore,":[140],"patient":[141],"classification":[142],"based":[143],"on":[144],"cutoff":[147],"15":[149],"showed":[150],"87%":[154],"0.72.":[160],"increases":[164],"result,":[166],"it":[168,177],"records":[169],"simultaneously.":[175],"Overall,":[176],"can":[178],"be":[179],"lower":[182],"cost":[185],"commercial":[187],"software":[188],"owing":[189],"use":[192],"open":[194],"datasets.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-08-02T00:00:00"}
