{"id":"https://openalex.org/W7127565744","doi":"https://doi.org/10.1016/j.smrv.2026.102254","title":"Diagnostic accuracy of the neck circumference, obesity, snoring, age, and sex score in screening obstructive sleep apnea: A systematic review and meta-analysis","display_name":"Diagnostic accuracy of the neck circumference, obesity, snoring, age, and sex score in screening obstructive sleep apnea: A systematic review and meta-analysis","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7127565744","doi":"https://doi.org/10.1016/j.smrv.2026.102254","pmid":"https://pubmed.ncbi.nlm.nih.gov/41671644"},"language":"en","primary_location":{"id":"doi:10.1016/j.smrv.2026.102254","doi":"https://doi.org/10.1016/j.smrv.2026.102254","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.smrv.2026.102254","pdf_url":null,"source":{"id":"https://openalex.org/S28482811","display_name":"Sleep Medicine Reviews","issn_l":"1087-0792","issn":["1087-0792","1532-2955"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sleep Medicine Reviews","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"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":"https://openalex.org/A5047385822","display_name":"Muhammad Amirul Mukminin","orcid":"https://orcid.org/0000-0001-5246-1122","observed_orcids":["https://orcid.org/0000-0001-5246-1122"]},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Muhammad Amirul Mukminin","raw_affiliation_strings":["School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018077518","display_name":"Li\u2010Pang Chuang","orcid":"https://orcid.org/0000-0001-5466-8995","observed_orcids":["https://orcid.org/0000-0001-5466-8995"]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]},{"id":"https://openalex.org/I4210116208","display_name":"Linkou Chang Gung Memorial Hospital","ror":"https://ror.org/02dnn6q67","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I3020100970","https://openalex.org/I4210116208"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Pang Chuang","raw_affiliation_strings":["School of Medicine, Chang Gung University, Taoyuan, Taiwan; Sleep Center, Department of Pulmonary and Critical Care Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Chang Gung University, Taoyuan, Taiwan; Sleep Center, Department of Pulmonary and Critical Care Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I173093425","https://openalex.org/I4210116208"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125039397","display_name":"Pin-Yuan Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]},{"id":"https://openalex.org/I3020100970","display_name":"Chang Gung Memorial Hospital","ror":"https://ror.org/02verss31","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I3020100970"]},{"id":"https://openalex.org/I4210111603","display_name":"Keelung Chang Gung Memorial Hospital","ror":"https://ror.org/020dg9f27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210111603"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pin-Yuan Chen","raw_affiliation_strings":["School of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Keelung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Keelung, Taiwan","institution_ids":["https://openalex.org/I173093425","https://openalex.org/I3020100970","https://openalex.org/I4210111603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061185075","display_name":"Huang Huan-xi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Huan-Xi Huang","raw_affiliation_strings":["School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093613993","display_name":"Iftitakhur Rohmah","orcid":"https://orcid.org/0000-0001-7562-4721","observed_orcids":["https://orcid.org/0000-0001-7562-4721"]},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]},{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TH","TW"],"is_corresponding":false,"raw_author_name":"Iftitakhur Rohmah","raw_affiliation_strings":["School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Faculty of Nursing, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Faculty of Nursing, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052","https://openalex.org/I47519274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007215536","display_name":"Hsiao\u2010Yean Chiu","orcid":"https://orcid.org/0000-0002-6419-9309","observed_orcids":["https://orcid.org/0000-0002-6419-9309"]},"institutions":[{"id":"https://openalex.org/I2802331550","display_name":"Taipei Medical University Hospital","ror":"https://ror.org/03k0md330","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802331550"]},{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsiao-Yean Chiu","raw_affiliation_strings":["School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Nursing, Taipei Medical University Hospital, Taipei, Taiwan; Research Center of Sleep Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan. Electronic address: hychiu0315@tmu.edu.tw"],"raw_orcid":"https://orcid.org/0000-0002-6419-9309","affiliations":[{"raw_affiliation_string":"School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Nursing, Taipei Medical University Hospital, Taipei, Taiwan; Research Center of Sleep Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan. Electronic address: hychiu0315@tmu.edu.tw","institution_ids":["https://openalex.org/I2802331550","https://openalex.org/I47519274"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5007215536"],"corresponding_institution_ids":["https://openalex.org/I2802331550","https://openalex.org/I47519274"],"apc_list":{"value":5950,"currency":"USD","value_usd":5950},"apc_paid":null,"fwci":3.1322,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89878049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"86","issue":null,"first_page":"102254","last_page":"102254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology (medical)"},"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":1.0,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology (medical)"},"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/T10316","display_name":"Sleep and related disorders","score":0.0,"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"}},{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/obstructive-sleep-apnea","display_name":"obstructive sleep apnea","score":0.996999979019165},{"id":"https://openalex.org/keywords/screening","display_name":"screening","score":0.5049999952316284},{"id":"https://openalex.org/keywords/diagnostic-accuracy","display_name":"diagnostic accuracy","score":0.9430000185966492},{"id":"https://openalex.org/keywords/neck-circumference","display_name":"neck circumference","score":0.843999981880188},{"id":"https://openalex.org/keywords/obesity","display_name":"obesity","score":0.9570000171661377},{"id":"https://openalex.org/keywords/snoring","display_name":"snoring","score":0.9980000257492065},{"id":"https://openalex.org/keywords/apnea-hypopnea-index","display_name":"apnea-hypopnea index","score":0.953000009059906},{"id":"https://openalex.org/keywords/respiratory-event-index","display_name":"respiratory event index","score":0.921999990940094},{"id":"https://openalex.org/keywords/osa-severity","display_name":"OSA severity","score":0.8679999709129333},{"id":"https://openalex.org/keywords/sensitivity-and-specificity","display_name":"sensitivity and specificity","score":0.8700000047683716},{"id":"https://openalex.org/keywords/body-mass-index","display_name":"body mass index","score":0.6610000133514404},{"id":"https://openalex.org/keywords/resource-limited-settings","display_name":"resource-limited settings","score":0.7200000286102295}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.9412000179290771},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.7705000042915344},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.5378999710083008},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5278000235557556},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.357699990272522},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3276999890804291},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.3059000074863434},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C2776377968","wikidata":"https://www.wikidata.org/wiki/Q618736","display_name":"Apnea\u2013hypopnea index","level":4,"score":0.29089999198913574},{"id":"https://openalex.org/C30036603","wikidata":"https://www.wikidata.org/wiki/Q17125150","display_name":"Severity of illness","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C144494922","wikidata":"https://www.wikidata.org/wiki/Q6547272","display_name":"Likelihood ratios in diagnostic testing","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C157481446","wikidata":"https://www.wikidata.org/wiki/Q5270351","display_name":"Diagnostic odds ratio","level":3,"score":0.26100000739097595},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.259799987077713},{"id":"https://openalex.org/C2780221984","wikidata":"https://www.wikidata.org/wiki/Q131191","display_name":"Body mass index","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C2781145037","wikidata":"https://www.wikidata.org/wiki/Q5011772","display_name":"CINAHL","level":3,"score":0.2502000033855438}],"mesh":[{"descriptor_ui":"D000367","descriptor_name":"Age Factors","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":"D009333","descriptor_name":"Neck","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":true},{"descriptor_ui":"D009765","descriptor_name":"Obesity","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012737","descriptor_name":"Sex Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012913","descriptor_name":"Snoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.smrv.2026.102254","doi":"https://doi.org/10.1016/j.smrv.2026.102254","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.smrv.2026.102254","pdf_url":null,"source":{"id":"https://openalex.org/S28482811","display_name":"Sleep Medicine Reviews","issn_l":"1087-0792","issn":["1087-0792","1532-2955"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sleep Medicine Reviews","raw_type":"journal-article"},{"id":"pmid:41671644","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41671644","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,"listed_in":[],"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":"Sleep medicine reviews","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":1.0}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"},{"display_name":"Meta-Analysis","id":"https://openalex.org/study-designs/meta-analysis"}],"awards":[],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W52253979","https://openalex.org/W607763580","https://openalex.org/W1521879664","https://openalex.org/W1906530290","https://openalex.org/W1970149092","https://openalex.org/W2006956668","https://openalex.org/W2016022016","https://openalex.org/W2016293149","https://openalex.org/W2025308968","https://openalex.org/W2037094598","https://openalex.org/W2042201156","https://openalex.org/W2067849695","https://openalex.org/W2107638293","https://openalex.org/W2108267889","https://openalex.org/W2126727011","https://openalex.org/W2126930838","https://openalex.org/W2130977084","https://openalex.org/W2131681716","https://openalex.org/W2136918916","https://openalex.org/W2149152427","https://openalex.org/W2168718800","https://openalex.org/W2172242816","https://openalex.org/W2298714229","https://openalex.org/W2420887096","https://openalex.org/W2570460707","https://openalex.org/W2612940703","https://openalex.org/W2764209359","https://openalex.org/W2787931652","https://openalex.org/W2803103324","https://openalex.org/W2884089023","https://openalex.org/W2888164596","https://openalex.org/W2890705217","https://openalex.org/W2899400040","https://openalex.org/W2938530255","https://openalex.org/W2943985390","https://openalex.org/W2951880515","https://openalex.org/W2959442417","https://openalex.org/W2982294814","https://openalex.org/W2989582967","https://openalex.org/W2999086204","https://openalex.org/W3000985158","https://openalex.org/W3014852912","https://openalex.org/W3027667677","https://openalex.org/W3045915517","https://openalex.org/W3073644491","https://openalex.org/W3088146724","https://openalex.org/W3096943670","https://openalex.org/W3106665042","https://openalex.org/W3125865933","https://openalex.org/W3129669418","https://openalex.org/W3132630958","https://openalex.org/W3135235935","https://openalex.org/W3135259744","https://openalex.org/W3141481465","https://openalex.org/W3160891011","https://openalex.org/W3169856643","https://openalex.org/W3187537691","https://openalex.org/W3193090804","https://openalex.org/W3199221722","https://openalex.org/W4200387958","https://openalex.org/W4206525628","https://openalex.org/W4220963490","https://openalex.org/W4223595169","https://openalex.org/W4280490581","https://openalex.org/W4281689572","https://openalex.org/W4281858543","https://openalex.org/W4282978565","https://openalex.org/W4284970536","https://openalex.org/W4285078577","https://openalex.org/W4286492708","https://openalex.org/W4288052749","https://openalex.org/W4289993407","https://openalex.org/W4303962300","https://openalex.org/W4308333051","https://openalex.org/W4308766716","https://openalex.org/W4310480020","https://openalex.org/W4321495428","https://openalex.org/W4361000862","https://openalex.org/W4366091457","https://openalex.org/W4385985973","https://openalex.org/W4391116044","https://openalex.org/W4391838258","https://openalex.org/W4392040029","https://openalex.org/W4401804636","https://openalex.org/W4404778867","https://openalex.org/W4404995959","https://openalex.org/W4405947864","https://openalex.org/W4406282988","https://openalex.org/W4408120758","https://openalex.org/W4409473296","https://openalex.org/W4413055063","https://openalex.org/W4414139942","https://openalex.org/W4415102769","https://openalex.org/W4415493516"],"related_works":["https://openalex.org/W2951880515","https://openalex.org/W4321495428","https://openalex.org/W3106665042","https://openalex.org/W3169856643","https://openalex.org/W3158269327","https://openalex.org/W4312862719","https://openalex.org/W3092127899","https://openalex.org/W4416593176","https://openalex.org/W7140293550","https://openalex.org/W2779915530"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-02-06T00:00:00"}
