{"id":"https://openalex.org/W4404597785","doi":"https://doi.org/10.1177/14604582241300012","title":"Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep","display_name":"Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4404597785","doi":"https://doi.org/10.1177/14604582241300012","pmid":"https://pubmed.ncbi.nlm.nih.gov/39569459"},"language":"en","primary_location":{"id":"doi:10.1177/14604582241300012","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582241300012","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/14604582241300012","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040980147","display_name":"Vikash Shaw","orcid":"https://orcid.org/0000-0001-9757-3945"},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]},{"id":"https://openalex.org/I99364266","display_name":"Academy of Scientific and Innovative Research","ror":"https://ror.org/053rcsq61","country_code":"IN","type":"education","lineage":["https://openalex.org/I99364266"]}],"countries":["AU","IN"],"is_corresponding":false,"raw_author_name":"Vikash Shaw","raw_affiliation_strings":["Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India","CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India","School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India","institution_ids":["https://openalex.org/I99364266"]},{"raw_affiliation_string":"CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India","institution_ids":["https://openalex.org/I42095658"]},{"raw_affiliation_string":"School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011540203","display_name":"Quoc Cuong Ngo","orcid":"https://orcid.org/0000-0002-8071-5342"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Quoc Cuong Ngo","raw_affiliation_strings":["School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8071-5342","affiliations":[{"raw_affiliation_string":"School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002671436","display_name":"Nemuel Daniel Pah","orcid":"https://orcid.org/0000-0002-0181-3199"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nemuel Daniel Pah","raw_affiliation_strings":["School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101753956","display_name":"Guilherme Jos\u00e9 Pimentel Lopes de Oliveira","orcid":"https://orcid.org/0000-0001-8778-0115"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guilherme Oliveira","raw_affiliation_strings":["School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053525471","display_name":"Ahsan H. Khandoker","orcid":"https://orcid.org/0000-0002-0636-1646"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahsan Habib Khandoker","raw_affiliation_strings":["Department of Biomedical Engineering and Biotechnology, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Biotechnology, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044394092","display_name":"Prasant Kumar Mahapatra","orcid":"https://orcid.org/0000-0002-7869-3199"},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]},{"id":"https://openalex.org/I99364266","display_name":"Academy of Scientific and Innovative Research","ror":"https://ror.org/053rcsq61","country_code":"IN","type":"education","lineage":["https://openalex.org/I99364266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prasant Kumar Mahapatra","raw_affiliation_strings":["Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India","CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India","institution_ids":["https://openalex.org/I99364266"]},{"raw_affiliation_string":"CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India","institution_ids":["https://openalex.org/I42095658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062724806","display_name":"Dinesh Pankaj","orcid":null},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dinesh Pankaj","raw_affiliation_strings":["CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIR-Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh, India","institution_ids":["https://openalex.org/I42095658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100328491","display_name":"Dinesh Kumar","orcid":"https://orcid.org/0000-0003-3602-4023"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinesh K Kumar","raw_affiliation_strings":["School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, STEM College, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5011540203"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":1.996,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87404906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"14604582241300012","last_page":"14604582241300012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9973999857902527,"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/T11950","display_name":"Cardiovascular Syncope and Autonomic Disorders","score":0.9828000068664551,"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/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.8125828504562378},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.8013043403625488},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.6638191938400269},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6507020592689514},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.6249223351478577},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.513384222984314},{"id":"https://openalex.org/keywords/slow-wave-sleep","display_name":"Slow-wave sleep","score":0.5069942474365234},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.494582861661911},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.48071959614753723},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.4591298997402191},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.44622886180877686},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4274599850177765},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.40838944911956787},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.3828888535499573},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.13042712211608887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12463647127151489},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1211232841014862},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.0989753007888794}],"concepts":[{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.8125828504562378},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.8013043403625488},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.6638191938400269},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6507020592689514},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.6249223351478577},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.513384222984314},{"id":"https://openalex.org/C110539466","wikidata":"https://www.wikidata.org/wiki/Q3964845","display_name":"Slow-wave sleep","level":3,"score":0.5069942474365234},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.494582861661911},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.48071959614753723},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.4591298997402191},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.44622886180877686},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4274599850177765},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.40838944911956787},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.3828888535499573},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.13042712211608887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12463647127151489},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1211232841014862},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0989753007888794},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2779144063","wikidata":"https://www.wikidata.org/wiki/Q338924","display_name":"Amygdala","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"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":"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":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"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":"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":"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":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"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":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008403","descriptor_name":"Mass Screening","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000150","qualifier_name":"complications","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":"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":"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":"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}],"locations_count":3,"locations":[{"id":"doi:10.1177/14604582241300012","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582241300012","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:39569459","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39569459","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":"Health informatics journal","raw_type":null},{"id":"pmh:oai:doaj.org/article:60cae6b4b6aa44288fe9d7e5071b99fe","is_oa":true,"landing_page_url":"https://doaj.org/article/60cae6b4b6aa44288fe9d7e5071b99fe","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Informatics Journal, Vol 30 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/14604582241300012","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582241300012","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G356466800","display_name":null,"funder_award_id":"5/3/8/34/ITR-F/2020-ITR 1","funder_id":"https://openalex.org/F4320320720","funder_display_name":"Indian Council of Medical Research"},{"id":"https://openalex.org/G8979902136","display_name":null,"funder_award_id":"8474000376 (KAU-KU-2021-02 awarded to Ahsan Khandoker)","funder_id":"https://openalex.org/F4320322334","funder_display_name":"Khalifa University of Science, Technology and Research"}],"funders":[{"id":"https://openalex.org/F4320320720","display_name":"Indian Council of Medical Research","ror":"https://ror.org/0492wrx28"},{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1500895378","https://openalex.org/W1989609417","https://openalex.org/W1991290256","https://openalex.org/W2006735838","https://openalex.org/W2018860207","https://openalex.org/W2045259847","https://openalex.org/W2099625223","https://openalex.org/W2104275748","https://openalex.org/W2105217064","https://openalex.org/W2115476973","https://openalex.org/W2119634122","https://openalex.org/W2130276206","https://openalex.org/W2132322340","https://openalex.org/W2136865279","https://openalex.org/W2260043134","https://openalex.org/W2295158446","https://openalex.org/W2312052136","https://openalex.org/W2343482910","https://openalex.org/W2410659187","https://openalex.org/W2510506923","https://openalex.org/W2520059291","https://openalex.org/W2560103205","https://openalex.org/W2611695796","https://openalex.org/W2791025763","https://openalex.org/W2802111092","https://openalex.org/W2806121741","https://openalex.org/W2884772468","https://openalex.org/W2898936831","https://openalex.org/W2916326551","https://openalex.org/W2924270878","https://openalex.org/W2939455067","https://openalex.org/W2943925269","https://openalex.org/W2965136811","https://openalex.org/W3035119945","https://openalex.org/W3101796369","https://openalex.org/W3112204318","https://openalex.org/W3124146070","https://openalex.org/W3136780992","https://openalex.org/W3171177453","https://openalex.org/W3188872789","https://openalex.org/W3197346655","https://openalex.org/W3202894702","https://openalex.org/W4200619913","https://openalex.org/W4220739494","https://openalex.org/W4308020646","https://openalex.org/W4312425580","https://openalex.org/W4313432417","https://openalex.org/W4318938345","https://openalex.org/W4365147254","https://openalex.org/W4386757897","https://openalex.org/W4387395027","https://openalex.org/W4387721549","https://openalex.org/W4399773898"],"related_works":["https://openalex.org/W2149145101","https://openalex.org/W2314914269","https://openalex.org/W3082889039","https://openalex.org/W112050585","https://openalex.org/W2946788172","https://openalex.org/W4366266260","https://openalex.org/W2079867952","https://openalex.org/W3031162711","https://openalex.org/W2608880383","https://openalex.org/W4230070032"],"abstract_inverted_index":{"Objective:":[0],"A":[1],"large":[2],"number":[3],"of":[4,66,85,130,137,169,173,177,182,190],"people":[5,52,68],"with":[6,53,69,74,166],"obstructive":[7],"sleep":[8,36,89],"apnea":[9],"(OSA)":[10],"also":[11],"suffer":[12],"from":[13],"major":[14],"depressive":[15],"disorder":[16],"(MDD),":[17],"leading":[18],"to":[19,22,29,35,48,143,151],"underdiagnosis":[20],"due":[21],"overlapping":[23],"symptoms.":[24],"Polysomnography":[25],"has":[26],"been":[27],"considered":[28],"identify":[30],"MDD.":[31],"However,":[32],"limited":[33],"access":[34],"clinics":[37],"makes":[38],"this":[39,42],"challenging.":[40],"In":[41],"study,":[43],"we":[44],"propose":[45],"a":[46,144,171,175,180],"model":[47,159],"detect":[49],"MDD":[50,77],"in":[51,197],"OSA":[54,70,75,198],"using":[55,191],"an":[56,167],"electrocardiogram":[57],"(ECG)":[58],"during":[59],"sleep.":[60],"Methods:":[61],"The":[62,81,132,157],"single-lead":[63],"ECG":[64,193],"data":[65],"32":[67],"(OSAD-)":[71],"and":[72,76,95,105,116,127,134,154,163,179],"23":[73],"(OSAD+)":[78],"were":[79,90,98,140],"investigated.":[80],"first":[82],"60":[83],"min":[84],"their":[86],"recordings":[87],"after":[88],"segmented":[91],"into":[92],"30-s":[93],"segments":[94],"13":[96],"parameters":[97,139],"extracted:":[99],"PR,":[100],"QT,":[101],"ST,":[102],"QRS,":[103],"PP,":[104],"RR;":[106],"mean":[107,133],"heart":[108,119],"rate;":[109],"two":[110],"time-domain":[111],"HRV":[112],"parameters:":[113,122],"SDNN,":[114],"RMSSD;":[115],"four":[117],"frequency":[118],"rate":[120],"variability":[121],"LF_power,":[123],"HF_power,":[124],"total":[125],"power,":[126],"the":[128,141,188],"ratio":[129],"LF_power/HF_power.":[131],"standard":[135],"deviation":[136],"these":[138],"input":[142],"support":[145],"vector":[146],"machine":[147],"which":[148],"was":[149],"trained":[150],"separate":[152],"OSAD-":[153,164],"OSAD+.":[155],"Results:":[156],"proposed":[158],"distinguished":[160],"between":[161],"OSAD+":[162],"groups":[165],"accuracy":[168],"78.18%,":[170],"sensitivity":[172],"73.91%,":[174],"specificity":[176],"81.25%,":[178],"precision":[181],"73.91%.":[183],"Conclusion:":[184],"This":[185],"study":[186],"shows":[187],"potential":[189],"only":[192],"for":[194],"detecting":[195],"depression":[196],"patients.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}
