{"id":"https://openalex.org/W4200007565","doi":"https://doi.org/10.1109/embc46164.2021.9629905","title":"Obstructive Sleep Apnea compliance: verifications and validations of personalized interventions for PAP therapy","display_name":"Obstructive Sleep Apnea compliance: verifications and validations of personalized interventions for PAP therapy","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200007565","doi":"https://doi.org/10.1109/embc46164.2021.9629905","pmid":"https://pubmed.ncbi.nlm.nih.gov/34891758"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9629905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9629905","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-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":"https://openalex.org/A5015507851","display_name":"Jensen Selwyn Joymangul","orcid":"https://orcid.org/0000-0002-9829-868X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]},{"id":"https://openalex.org/I4210131384","display_name":"D\u00e9cision et Information pour les Syst\u00e8mes de Production","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jensen Selwyn Joymangul","raw_affiliation_strings":["Linde Homecare France and University of Lyon 2, Lyon, France","DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","UL2 - Universit\u00e9 Lumi\u00e8re - Lyon 2 (86, rue Pasteur - 69007 Lyon - France)","Linde - Linde Homecare France (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linde Homecare France and University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210123827","https://openalex.org/I4210131384"]},{"raw_affiliation_string":"UL2 - Universit\u00e9 Lumi\u00e8re - Lyon 2 (86, rue Pasteur - 69007 Lyon - France)","institution_ids":["https://openalex.org/I188626449"]},{"raw_affiliation_string":"Linde - Linde Homecare France (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490089","display_name":"A\u00efcha Sekhari","orcid":"https://orcid.org/0000-0002-1184-1433"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]},{"id":"https://openalex.org/I4210131384","display_name":"D\u00e9cision et Information pour les Syst\u00e8mes de Production","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aicha Sekhari","raw_affiliation_strings":["University of Lyon 2, Lyon, France","DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","UL2 - Universit\u00e9 Lumi\u00e8re - Lyon 2 (86, rue Pasteur - 69007 Lyon - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210123827","https://openalex.org/I4210131384"]},{"raw_affiliation_string":"UL2 - Universit\u00e9 Lumi\u00e8re - Lyon 2 (86, rue Pasteur - 69007 Lyon - France)","institution_ids":["https://openalex.org/I188626449"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007014263","display_name":"Alain Chatelet","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alain Chatelet","raw_affiliation_strings":["Linde Homecare France, France","Linde - Linde Homecare France (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linde Homecare France, France","institution_ids":[]},{"raw_affiliation_string":"Linde - Linde Homecare France (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065400645","display_name":"N\u00e9jib Moalla","orcid":"https://orcid.org/0000-0003-4806-0320"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]},{"id":"https://openalex.org/I4210131384","display_name":"D\u00e9cision et Information pour les Syst\u00e8mes de Production","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nejib Moalla","raw_affiliation_strings":["University of Lyon 2, Lyon, France","DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","UL2 - Universit\u00e9 Lumi\u00e8re - Lyon 2 (86, rue Pasteur - 69007 Lyon - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210123827","https://openalex.org/I4210131384"]},{"raw_affiliation_string":"UL2 - Universit\u00e9 Lumi\u00e8re - Lyon 2 (86, rue Pasteur - 69007 Lyon - France)","institution_ids":["https://openalex.org/I188626449"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104506994","display_name":"Olivier Grasset","orcid":"https://orcid.org/0009-0001-9233-1231"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olivier Grasset","raw_affiliation_strings":["Linde Homecare France, France","Linde - Linde Homecare France (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linde Homecare France, France","institution_ids":[]},{"raw_affiliation_string":"Linde - Linde Homecare France (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0632,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76106195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"131","issue":null,"first_page":"2367","last_page":"2373"},"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/T11260","display_name":"Tracheal and airway disorders","score":0.992900013923645,"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"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6507564187049866},{"id":"https://openalex.org/keywords/compliance","display_name":"Compliance (psychology)","score":0.5999063849449158},{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.5346670746803284},{"id":"https://openalex.org/keywords/continuous-positive-airway-pressure","display_name":"Continuous positive airway pressure","score":0.5280621647834778},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.5261882543563843},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5099653005599976},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.4588523507118225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45364710688591003},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.439419150352478},{"id":"https://openalex.org/keywords/positive-airway-pressure","display_name":"Positive airway pressure","score":0.4389122426509857},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4323161542415619},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3691507577896118},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12679150700569153},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11078798770904541},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.08716091513633728}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6507564187049866},{"id":"https://openalex.org/C2781460075","wikidata":"https://www.wikidata.org/wiki/Q1399332","display_name":"Compliance (psychology)","level":2,"score":0.5999063849449158},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.5346670746803284},{"id":"https://openalex.org/C2779547634","wikidata":"https://www.wikidata.org/wiki/Q5165502","display_name":"Continuous positive airway pressure","level":3,"score":0.5280621647834778},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.5261882543563843},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5099653005599976},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.4588523507118225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45364710688591003},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.439419150352478},{"id":"https://openalex.org/C2775867611","wikidata":"https://www.wikidata.org/wiki/Q1024207","display_name":"Positive airway pressure","level":3,"score":0.4389122426509857},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4323161542415619},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3691507577896118},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12679150700569153},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11078798770904541},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.08716091513633728},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"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":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D045422","descriptor_name":"Continuous Positive Airway Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D045422","descriptor_name":"Continuous Positive Airway Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D045422","descriptor_name":"Continuous Positive Airway Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc46164.2021.9629905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9629905","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34891758","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34891758","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:HAL:hal-03516729v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03516729","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), Nov 2021, Mexico, Mexico. pp.2367-2373, &#x27E8;10.1109/EMBC46164.2021.9629905&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4099999964237213,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W197066864","https://openalex.org/W1510413338","https://openalex.org/W1860364728","https://openalex.org/W1998756061","https://openalex.org/W2000291402","https://openalex.org/W2044295780","https://openalex.org/W2060737042","https://openalex.org/W2075449838","https://openalex.org/W2077382536","https://openalex.org/W2086585882","https://openalex.org/W2128764603","https://openalex.org/W2130318815","https://openalex.org/W2142505388","https://openalex.org/W2151487996","https://openalex.org/W2172233351","https://openalex.org/W2335449614","https://openalex.org/W2514061538","https://openalex.org/W2611482396","https://openalex.org/W2613219276","https://openalex.org/W2738616892","https://openalex.org/W2811261934","https://openalex.org/W2967107368","https://openalex.org/W2995706584","https://openalex.org/W3004963500","https://openalex.org/W3015537361","https://openalex.org/W3030588587","https://openalex.org/W3082442082","https://openalex.org/W3151685851","https://openalex.org/W4235778046","https://openalex.org/W6639105400"],"related_works":["https://openalex.org/W4230460856","https://openalex.org/W4385898410","https://openalex.org/W2485078096","https://openalex.org/W2317180131","https://openalex.org/W1853627846","https://openalex.org/W2309526699","https://openalex.org/W2665037477","https://openalex.org/W2411590714","https://openalex.org/W2297097411","https://openalex.org/W2397775284"],"abstract_inverted_index":{"The":[0,151,163],"Positive":[1],"Airway":[2],"Pressure":[3],"(PAP)":[4],"therapy":[5,10,17],"is":[6,36,104,154,166],"the":[7,19,24,28,58,82,161,173],"most":[8],"capable":[9],"against":[11],"Obstruction":[12],"Sleep":[13],"Apnea":[14],"(OSA).":[15],"PAP":[16],"prevents":[18],"narrowing":[20],"and":[21,69,88,113,126,135,175],"collapsing":[22],"of":[23,27,84],"soft":[25],"tissues":[26],"upper":[29],"airway.":[30],"A":[31],"patient":[32],"diagnosed":[33],"with":[34],"OSA":[35],"expected":[37],"to":[38,66,95,129,160,168],"use":[39],"their":[40],"CPAP":[41],"machines":[42],"every":[43],"night":[44],"for":[45,51,57,155,172],"at":[46],"least":[47],"more":[48],"than":[49],"4h":[50],"experiencing":[52],"any":[53],"clinical":[54],"improvement.":[55],"However,":[56],"last":[59],"two":[60,148],"decades,":[61],"trials":[62],"were":[63,76],"carried":[64,115],"out":[65,116],"improve":[67],"compliance":[68,98],"understand":[70],"factors":[71],"impacting":[72],"compliance,":[73],"but":[74],"there":[75],"not":[77],"enough":[78],"conclusive":[79],"results.":[80],"With":[81],"advent":[83],"big":[85],"data":[86,133],"analytic":[87,134],"real-time":[89],"monitoring,":[90],"new":[91],"opportunities":[92],"open":[93],"up":[94],"tackle":[96],"this":[97],"issue.":[99],"This":[100],"paper's":[101],"significant":[102],"contribution":[103],"a":[105,123,142],"novel":[106],"framework":[107],"that":[108,146],"blends":[109],"multiple":[110],"external":[111],"verification":[112,125,174],"validation":[114,127,176],"by":[117],"different":[118,169],"healthcare":[119,170],"stakeholders.":[120],"We":[121,139],"provide":[122],"systematic":[124],"process":[128],"push":[130],"towards":[131],"explainable":[132],"automatic":[136],"learning":[137],"processes.":[138],"also":[140],"present":[141],"complete":[143],"mHealth":[144],"solution":[145],"includes":[147],"mobile":[149],"applications.":[150],"first":[152],"application":[153,165],"delivering":[156],"tailored":[157],"interventions":[158],"directly":[159],"patients.":[162],"second":[164],"bound":[167],"stakeholders":[171],"process.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
