{"id":"https://openalex.org/W4389201440","doi":"https://doi.org/10.3390/s23239512","title":"Advancements in Home-Based Devices for Detecting Obstructive Sleep Apnea: A Comprehensive Study","display_name":"Advancements in Home-Based Devices for Detecting Obstructive Sleep Apnea: A Comprehensive Study","publication_year":2023,"publication_date":"2023-11-30","ids":{"openalex":"https://openalex.org/W4389201440","doi":"https://doi.org/10.3390/s23239512","pmid":"https://pubmed.ncbi.nlm.nih.gov/38067885"},"language":"en","primary_location":{"id":"doi:10.3390/s23239512","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23239512","pdf_url":"https://www.mdpi.com/1424-8220/23/23/9512/pdf?version=1701314772","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/23/9512/pdf?version=1701314772","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101273498","display_name":"Miguel Espinosa","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Miguel A. Espinosa","raw_affiliation_strings":["Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085636293","display_name":"Pedro Ponce","orcid":"https://orcid.org/0000-0001-7035-5286"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Pedro Ponce","raw_affiliation_strings":["Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7035-5286","affiliations":[{"raw_affiliation_string":"Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031707583","display_name":"Arturo Molina","orcid":"https://orcid.org/0000-0001-5461-2879"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Arturo Molina","raw_affiliation_strings":["Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-5461-2879","affiliations":[{"raw_affiliation_string":"Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091451475","display_name":"Vicente Borja","orcid":"https://orcid.org/0000-0002-0980-1846"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Vicente Borja","raw_affiliation_strings":["Faculty of Engineering, Universidad Nacional Autonoma de Mexico, Mexico City 04510, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Nacional Autonoma de Mexico, Mexico City 04510, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063837542","display_name":"Martha G. Torres","orcid":"https://orcid.org/0000-0002-1254-5345"},"institutions":[{"id":"https://openalex.org/I4210102695","display_name":"Instituto Nacional de Enfermedades Respiratorias","ror":"https://ror.org/017fh2655","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210095685","https://openalex.org/I4210102695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Martha G. Torres","raw_affiliation_strings":["Sleep Medicine Unit, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas, Mexico City 14080, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-1254-5345","affiliations":[{"raw_affiliation_string":"Sleep Medicine Unit, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas, Mexico City 14080, Mexico","institution_ids":["https://openalex.org/I4210102695"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077704658","display_name":"Mario Rojas","orcid":"https://orcid.org/0000-0001-8796-5662"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mario Rojas","raw_affiliation_strings":["Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-8796-5662","affiliations":[{"raw_affiliation_string":"Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico City 14380, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031707583","https://openalex.org/A5085636293"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":2.5453,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90605333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"23","issue":"23","first_page":"9512","last_page":"9512"},"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"},"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"},"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/T11456","display_name":"Neuroscience of respiration and sleep","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9696999788284302,"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/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.7278545498847961},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6263717412948608},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.6133444309234619},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.5649246573448181},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.4992513656616211},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.45815765857696533},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4543430805206299},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44411057233810425},{"id":"https://openalex.org/keywords/hypopnea","display_name":"Hypopnea","score":0.42825746536254883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3425859212875366},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.22414931654930115},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1989840269088745}],"concepts":[{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.7278545498847961},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6263717412948608},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.6133444309234619},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.5649246573448181},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.4992513656616211},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.45815765857696533},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4543430805206299},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44411057233810425},{"id":"https://openalex.org/C2777711342","wikidata":"https://www.wikidata.org/wiki/Q957217","display_name":"Hypopnea","level":4,"score":0.42825746536254883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3425859212875366},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.22414931654930115},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1989840269088745},{"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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"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":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","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":"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":"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}],"locations_count":4,"locations":[{"id":"doi:10.3390/s23239512","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23239512","pdf_url":"https://www.mdpi.com/1424-8220/23/23/9512/pdf?version=1701314772","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38067885","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38067885","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10708697","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10708697","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10708697/pdf/sensors-23-09512.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:600c9253a72e40c580c00642d9402244","is_oa":true,"landing_page_url":"https://doaj.org/article/600c9253a72e40c580c00642d9402244","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":"Sensors, Vol 23, Iss 23, p 9512 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23239512","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23239512","pdf_url":"https://www.mdpi.com/1424-8220/23/23/9512/pdf?version=1701314772","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389201440.pdf"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W942945989","https://openalex.org/W2084365128","https://openalex.org/W2108058097","https://openalex.org/W2109416068","https://openalex.org/W2123476191","https://openalex.org/W2138481777","https://openalex.org/W2139611461","https://openalex.org/W2153508560","https://openalex.org/W2313026334","https://openalex.org/W2344548337","https://openalex.org/W2412068774","https://openalex.org/W2612940703","https://openalex.org/W2612967808","https://openalex.org/W2622612115","https://openalex.org/W2626627616","https://openalex.org/W2649208022","https://openalex.org/W2731762230","https://openalex.org/W2774835643","https://openalex.org/W2788681332","https://openalex.org/W2793659206","https://openalex.org/W2794750550","https://openalex.org/W2794810996","https://openalex.org/W2797898470","https://openalex.org/W2799540009","https://openalex.org/W2811384326","https://openalex.org/W2891850576","https://openalex.org/W2898507381","https://openalex.org/W2901050204","https://openalex.org/W2912104931","https://openalex.org/W2925080504","https://openalex.org/W2945051158","https://openalex.org/W2946088023","https://openalex.org/W2966674791","https://openalex.org/W2995957777","https://openalex.org/W3000829152","https://openalex.org/W3001148299","https://openalex.org/W3005171268","https://openalex.org/W3011524216","https://openalex.org/W3013464546","https://openalex.org/W3028513861","https://openalex.org/W3045706881","https://openalex.org/W3082722847","https://openalex.org/W3106901102","https://openalex.org/W3112188401","https://openalex.org/W3118615836","https://openalex.org/W3125498916","https://openalex.org/W3136629037","https://openalex.org/W3173392354","https://openalex.org/W3184527807","https://openalex.org/W3193668782","https://openalex.org/W3196903058","https://openalex.org/W3197346655","https://openalex.org/W3198771109","https://openalex.org/W3209113329","https://openalex.org/W4206098771","https://openalex.org/W4206946836","https://openalex.org/W4210320732","https://openalex.org/W4210333041","https://openalex.org/W4224294837","https://openalex.org/W4225009212","https://openalex.org/W4231438709","https://openalex.org/W4243006922","https://openalex.org/W4280494973","https://openalex.org/W4280626223","https://openalex.org/W4308426789","https://openalex.org/W4309329451","https://openalex.org/W4313839229","https://openalex.org/W6680690546","https://openalex.org/W6684057482","https://openalex.org/W6736692424","https://openalex.org/W6737385745","https://openalex.org/W6747186718","https://openalex.org/W6778426142"],"related_works":["https://openalex.org/W2389628478","https://openalex.org/W3004206652","https://openalex.org/W2016370421","https://openalex.org/W3032635776","https://openalex.org/W2353940186","https://openalex.org/W3030497161","https://openalex.org/W4200607786","https://openalex.org/W2186303850","https://openalex.org/W4381597394","https://openalex.org/W4310009901"],"abstract_inverted_index":{"Obstructive":[0],"Sleep":[1],"Apnea":[2],"(OSA)":[3],"is":[4,18,101,146],"a":[5,19,96],"respiratory":[6,34,137,140],"disorder":[7],"characterized":[8],"by":[9,160],"frequent":[10],"breathing":[11],"pauses":[12],"during":[13],"sleep.":[14],"The":[15,89,120],"apnea-hypopnea":[16],"index":[17],"measure":[20],"used":[21],"to":[22,55,94,104],"assess":[23],"the":[24,30,51,107,112,124,143,147],"severity":[25],"of":[26,33,87,115,149,179],"sleep":[27,60,129],"apnea":[28,42,80],"and":[29,44,66,82,111,117,139,158,173],"hourly":[31],"rate":[32],"events.":[35],"Despite":[36],"numerous":[37],"commercial":[38],"devices":[39,81],"available":[40],"for":[41,50,84,127],"diagnosis":[43],"early":[45],"detection,":[46],"accessibility":[47],"remains":[48],"challenging":[49],"general":[52],"population,":[53],"leading":[54],"lengthy":[56],"wait":[57],"times":[58],"in":[59],"clinics.":[61],"Consequently,":[62],"research":[63],"on":[64],"monitoring":[65,128],"predicting":[67],"OSA":[68],"has":[69],"surged.":[70],"This":[71],"comprehensive":[72],"paper":[73],"reviews":[74],"devices,":[75,152],"emphasizing":[76],"distinctions":[77],"among":[78],"representative":[79],"technologies":[83],"home":[85],"detection":[86],"OSA.":[88],"collected":[90],"articles":[91],"are":[92],"analyzed":[93],"present":[95],"clear":[97],"discussion.":[98],"Each":[99],"article":[100],"evaluated":[102],"according":[103],"diagnostic":[105],"elements,":[106],"implemented":[108],"automation":[109],"level,":[110],"derived":[113],"level":[114,150],"evidence":[116],"quality":[118],"rating.":[119],"findings":[121],"indicate":[122],"that":[123],"critical":[125],"variables":[126],"behavior":[130],"include":[131],"oxygen":[132],"saturation":[133],"(oximetry),":[134],"body":[135],"position,":[136],"effort,":[138],"flow.":[141],"Also,":[142],"prevalent":[144],"trend":[145],"development":[148],"IV":[151],"measuring":[153],"one":[154],"or":[155],"two":[156],"signals":[157],"supported":[159],"prediction":[161],"software.":[162],"Noteworthy":[163],"methods":[164],"showcasing":[165],"optimal":[166],"results":[167],"involve":[168],"neural":[169],"networks,":[170],"deep":[171],"learning,":[172],"regression":[174],"modeling,":[175],"achieving":[176],"an":[177],"accuracy":[178],"approximately":[180],"99%.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}