{"id":"https://openalex.org/W3048664285","doi":"https://doi.org/10.1038/s41598-020-69935-7","title":"Wearable monitoring of sleep-disordered breathing: estimation of the apnea\u2013hypopnea index using wrist-worn reflective photoplethysmography","display_name":"Wearable monitoring of sleep-disordered breathing: estimation of the apnea\u2013hypopnea index using wrist-worn reflective photoplethysmography","publication_year":2020,"publication_date":"2020-08-11","ids":{"openalex":"https://openalex.org/W3048664285","doi":"https://doi.org/10.1038/s41598-020-69935-7","mag":"3048664285","pmid":"https://pubmed.ncbi.nlm.nih.gov/32782313","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7421543"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-020-69935-7","doi":"https://doi.org/10.1038/s41598-020-69935-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-020-69935-7","pdf_url":"https://www.nature.com/articles/s41598-020-69935-7.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-020-69935-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075730890","display_name":"Gabriele B. Papini","orcid":"https://orcid.org/0000-0002-5752-9226","observed_orcids":["https://orcid.org/0000-0002-5752-9226"]},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]},{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Gabriele B. Papini","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands. g.p.papini@tue.nl","Philips Research, High Tech Campus, 5656 AE, Eindhoven, The Netherlands. g.p.papini@tue.nl","Sleep Medicine Centre Kempenhaeghe, 5591 VE, Heeze, The Netherlands. g.p.papini@tue.nl","Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Philips Research, High Tech Campus, Eindhoven, The Netherlands","Sleep Medicine Centre Kempenhaeghe, Heeze, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands. g.p.papini@tue.nl","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, High Tech Campus, 5656 AE, Eindhoven, The Netherlands. g.p.papini@tue.nl","institution_ids":[]},{"raw_affiliation_string":"Sleep Medicine Centre Kempenhaeghe, 5591 VE, Heeze, The Netherlands. g.p.papini@tue.nl","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, High Tech Campus, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]},{"raw_affiliation_string":"Sleep Medicine Centre Kempenhaeghe, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074377426","display_name":"Pedro Miguel Fonseca","orcid":"https://orcid.org/0000-0003-2932-6402","observed_orcids":["https://orcid.org/0000-0003-2932-6402"]},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pedro Fonseca","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","Philips Research, High Tech Campus, 5656 AE, Eindhoven, The Netherlands","Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Philips Research, High Tech Campus, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, High Tech Campus, 5656 AE, Eindhoven, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, High Tech Campus, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050293764","display_name":"Merel M. van Gilst","orcid":"https://orcid.org/0000-0003-2138-5686","observed_orcids":["https://orcid.org/0000-0003-2138-5686"]},"institutions":[{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Merel M. van Gilst","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","Sleep Medicine Centre Kempenhaeghe, 5591 VE, Heeze, The Netherlands","Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Sleep Medicine Centre Kempenhaeghe, Heeze, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Sleep Medicine Centre Kempenhaeghe, 5591 VE, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Sleep Medicine Centre Kempenhaeghe, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041289849","display_name":"Jan W. M. Bergmans","orcid":"https://orcid.org/0000-0002-4470-9172","observed_orcids":["https://orcid.org/0000-0002-4470-9172"]},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jan W. M. Bergmans","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","Philips Research, High Tech Campus, 5656 AE, Eindhoven, The Netherlands","Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Philips Research, High Tech Campus, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, High Tech Campus, 5656 AE, Eindhoven, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, High Tech Campus, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002080975","display_name":"Rik Vullings","orcid":"https://orcid.org/0000-0002-2392-6098","observed_orcids":["https://orcid.org/0000-0002-2392-6098"]},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rik Vullings","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059334004","display_name":"Sebastiaan Overeem","orcid":"https://orcid.org/0000-0002-6445-9836","observed_orcids":["https://orcid.org/0000-0002-6445-9836"]},"institutions":[{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sebastiaan Overeem","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","Sleep Medicine Centre Kempenhaeghe, 5591 VE, Heeze, The Netherlands","Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Sleep Medicine Centre Kempenhaeghe, Heeze, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Sleep Medicine Centre Kempenhaeghe, 5591 VE, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Sleep Medicine Centre Kempenhaeghe, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075730890"],"corresponding_institution_ids":["https://openalex.org/I4210122849","https://openalex.org/I4210132398","https://openalex.org/I83019370"],"apc_list":{"value":1870,"currency":"USD","value_usd":1870},"apc_paid":{"value":1870,"currency":"USD","value_usd":1870},"fwci":3.5208,"has_fulltext":true,"cited_by_count":91,"citation_normalized_percentile":{"value":0.9392098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"10","issue":"1","first_page":"13512","last_page":"13512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.023099999874830246,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"obstructive sleep apnea","score":0.9959999918937683},{"id":"https://openalex.org/keywords/apnea-hypopnea-index-estimation","display_name":"apnea-hypopnea index estimation","score":0.972000002861023},{"id":"https://openalex.org/keywords/wrist-worn-sensors","display_name":"wrist-worn sensors","score":0.902999997138977},{"id":"https://openalex.org/keywords/wearable-devices","display_name":"wearable devices","score":0.6919999718666077},{"id":"https://openalex.org/keywords/smartwatches","display_name":"smartwatches","score":0.7770000100135803},{"id":"https://openalex.org/keywords/sleep-disordered-breathing","display_name":"sleep-disordered breathing","score":0.6809999942779541},{"id":"https://openalex.org/keywords/osa-screening","display_name":"OSA screening","score":0.765999972820282},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5849999785423279},{"id":"https://openalex.org/keywords/cardiorespiratory-signals","display_name":"cardiorespiratory signals","score":0.6769999861717224},{"id":"https://openalex.org/keywords/unobtrusive-sleep-monitoring","display_name":"unobtrusive sleep monitoring","score":0.8029999732971191}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9408934116363525},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.6563655734062195},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6016591787338257},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.5572872757911682},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5268011689186096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5098916292190552},{"id":"https://openalex.org/C2776377968","wikidata":"https://www.wikidata.org/wiki/Q618736","display_name":"Apnea\u2013hypopnea index","level":4,"score":0.5089831352233887},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.43682873249053955},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.41577309370040894},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3678606450557709},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.29219359159469604},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.2870941758155823},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.20081454515457153},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.1431962549686432},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.10798728466033936},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07261350750923157},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"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":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","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":"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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1038/s41598-020-69935-7","doi":"https://doi.org/10.1038/s41598-020-69935-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-020-69935-7","pdf_url":"https://www.nature.com/articles/s41598-020-69935-7.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7421543","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7421543","pdf_url":null,"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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:32782313","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32782313","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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:pure.tue.nl:openaire/a0090c32-d80f-4fcf-8d25-f908f65c89ed","doi":null,"is_oa":true,"landing_page_url":"https://www.scopus.com/pages/publications/85089360145","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Papini, G B, Fonseca, P, van Gilst, M M, Bergmans, J W M, Vullings, R & Overeem, S 2020, 'Wearable monitoring of sleep-disordered breathing : Estimation of the apnea-hypopnea index using wrist-worn reflective photoplethysmography', Scientific Reports, vol. 10, 13512. https://doi.org/10.1038/s41598-020-69935-7","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a0090c32-d80f-4fcf-8d25-f908f65c89ed","doi":null,"is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/a0090c32-d80f-4fcf-8d25-f908f65c89ed","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, 10:13512. Nature Publishing Group","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1038/s41598-020-69935-7","doi":"https://doi.org/10.1038/s41598-020-69935-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-020-69935-7","pdf_url":"https://www.nature.com/articles/s41598-020-69935-7.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.98580002784729}],"study_designs":[],"awards":[{"id":"https://openalex.org/G110394220","display_name":null,"funder_award_id":"14619","funder_id":"https://openalex.org/F4320334893","funder_display_name":"Stichting voor de Technische Wetenschappen"},{"id":"https://openalex.org/G4551457267","display_name":null,"funder_award_id":"14619","funder_id":"https://openalex.org/F4320321732","funder_display_name":"Agentschap voor Innovatie door Wetenschap en Technologie"},{"id":"https://openalex.org/G7586947402","display_name":null,"funder_award_id":"18453","funder_id":"https://openalex.org/F4320338395","funder_display_name":"EIT Health"},{"id":"https://openalex.org/G89358702","display_name":null,"funder_award_id":"14619","funder_id":"https://openalex.org/F4320329456","funder_display_name":"Ministerie van Economische Zaken en Klimaat"}],"funders":[{"id":"https://openalex.org/F4320321651","display_name":"Technische Universiteit Eindhoven","ror":"https://ror.org/02c2kyt77"},{"id":"https://openalex.org/F4320321732","display_name":"Agentschap voor Innovatie door Wetenschap en Technologie","ror":"https://ror.org/01antkr91"},{"id":"https://openalex.org/F4320329456","display_name":"Ministerie van Economische Zaken en Klimaat","ror":null},{"id":"https://openalex.org/F4320334893","display_name":"Stichting voor de Technische Wetenschappen","ror":"https://ror.org/057tq3593"},{"id":"https://openalex.org/F4320338395","display_name":"EIT Health","ror":"https://ror.org/035d8s815"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048664285.pdf","grobid_xml":"https://content.openalex.org/works/W3048664285.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W188715143","https://openalex.org/W200824952","https://openalex.org/W1545241942","https://openalex.org/W1702024823","https://openalex.org/W1862394037","https://openalex.org/W1938627898","https://openalex.org/W1964000773","https://openalex.org/W1972978214","https://openalex.org/W1979773093","https://openalex.org/W1980496360","https://openalex.org/W1988681682","https://openalex.org/W1994233698","https://openalex.org/W2003678494","https://openalex.org/W2017821362","https://openalex.org/W2019241323","https://openalex.org/W2027102396","https://openalex.org/W2037789405","https://openalex.org/W2040956707","https://openalex.org/W2060806362","https://openalex.org/W2066433473","https://openalex.org/W2068288787","https://openalex.org/W2075937933","https://openalex.org/W2082749222","https://openalex.org/W2083872334","https://openalex.org/W2084345059","https://openalex.org/W2086943666","https://openalex.org/W2088478798","https://openalex.org/W2093266575","https://openalex.org/W2093433505","https://openalex.org/W2101709445","https://openalex.org/W2103484453","https://openalex.org/W2107592538","https://openalex.org/W2117834225","https://openalex.org/W2123740758","https://openalex.org/W2133158470","https://openalex.org/W2133589238","https://openalex.org/W2137042059","https://openalex.org/W2139496586","https://openalex.org/W2144776474","https://openalex.org/W2145743401","https://openalex.org/W2149625462","https://openalex.org/W2161334131","https://openalex.org/W2167010542","https://openalex.org/W2168745915","https://openalex.org/W2170021941","https://openalex.org/W2170836195","https://openalex.org/W2223434651","https://openalex.org/W2239450196","https://openalex.org/W2285072859","https://openalex.org/W2320406861","https://openalex.org/W2327037637","https://openalex.org/W2327960307","https://openalex.org/W2336312518","https://openalex.org/W2345905893","https://openalex.org/W2402366071","https://openalex.org/W2441644746","https://openalex.org/W2521697574","https://openalex.org/W2612940703","https://openalex.org/W2625272325","https://openalex.org/W2774835643","https://openalex.org/W2778523487","https://openalex.org/W2794810996","https://openalex.org/W2796062758","https://openalex.org/W2806678670","https://openalex.org/W2847349893","https://openalex.org/W2884525847","https://openalex.org/W2889375739","https://openalex.org/W2892336307","https://openalex.org/W2894956427","https://openalex.org/W2897844827","https://openalex.org/W2903610377","https://openalex.org/W2912403277","https://openalex.org/W2918103210","https://openalex.org/W2918575422","https://openalex.org/W2937191485","https://openalex.org/W2949121443","https://openalex.org/W2959442417","https://openalex.org/W2977759318","https://openalex.org/W2982076608","https://openalex.org/W2983650611","https://openalex.org/W2991018565","https://openalex.org/W2991631195","https://openalex.org/W3013552016","https://openalex.org/W3021046662","https://openalex.org/W3027508887","https://openalex.org/W4236906023","https://openalex.org/W4294541781","https://openalex.org/W4298441315","https://openalex.org/W4300567950","https://openalex.org/W6737937379"],"related_works":["https://openalex.org/W7153051894","https://openalex.org/W6979238385","https://openalex.org/W3029115961","https://openalex.org/W4378610836","https://openalex.org/W2991631195","https://openalex.org/W7216133471","https://openalex.org/W3098143033","https://openalex.org/W4385297146","https://openalex.org/W4310074863","https://openalex.org/W4221065418"],"abstract_inverted_index":{"A":[0],"large":[1],"part":[2],"of":[3,19,62,113],"the":[4,16,38,98,124,131,186],"worldwide":[5],"population":[6],"suffers":[7],"from":[8,97],"obstructive":[9],"sleep":[10,20,94,197],"apnea":[11],"(OSA),":[12],"a":[13,23,87,127],"disorder":[14],"impairing":[15],"restorative":[17],"function":[18],"and":[21,58,68,93,119,159,198],"constituting":[22],"risk":[24],"factor":[25],"for":[26,56,59,161,166],"several":[27],"cardiovascular":[28],"pathologies.":[29],"The":[30,144],"standard":[31,133,190],"diagnostic":[32,192],"metric":[33],"to":[34,65,130,149,188],"define":[35],"OSA":[36,63,152,162,191],"is":[37],"apnea-hypopnea":[39],"index":[40],"(AHI),":[41],"typically":[42],"obtained":[43],"by":[44,194],"manually":[45],"annotating":[46],"polysomnographic":[47],"recordings.":[48,104],"However,":[49],"this":[50],"clinical":[51,117],"procedure":[52],"cannot":[53],"be":[54,178],"employed":[55],"screening":[57],"long-term":[60],"monitoring":[61],"due":[64],"its":[66],"obtrusiveness":[67],"cost.":[69],"Here,":[70],"we":[71,120],"propose":[72],"an":[73,110],"automatic":[74],"unobtrusive":[75,196],"AHI":[76,125,146],"estimation":[77,139],"method":[78,108],"fully":[79],"based":[80],"on":[81],"wrist-worn":[82,173],"reflective":[83],"photoplethysmography":[84],"(rPPG),":[85],"employing":[86],"deep":[88],"learning":[89],"model":[90],"exploiting":[91],"cardiorespiratory":[92],"information":[95],"extracted":[96],"rPPG":[99,174],"signal":[100],"trained":[101],"with":[102,109,126],"250":[103],"We":[105],"tested":[106],"our":[107],"independent":[111],"set":[112],"188":[114],"heterogeneously":[115],"disordered":[116],"recordings":[118],"found":[121],"it":[122],"estimates":[123],"good":[128],"agreement":[129],"gold":[132],"polysomnography":[134],"reference":[135],"(correlation":[136],"=":[137,141,157,164],"0.61,":[138],"error":[140],"3\u00b110":[142],"events/h).":[143],"estimated":[145],"was":[147],"shown":[148],"reliably":[150],"assess":[151],"severity":[153],"(weighted":[154],"Cohen's":[155],"kappa":[156],"0.51)":[158],"screen":[160],"(ROC-AUC":[163],"0.84/0.86/0.85":[165],"mild/moderate/severe":[167],"OSA).":[168],"These":[169],"findings":[170],"suggest":[171],"that":[172,176],"measurements":[175],"can":[177],"implemented":[179],"in":[180],"wearables":[181],"such":[182],"as":[183],"smartwatches,":[184],"have":[185],"potential":[187],"complement":[189],"techniques":[193],"allowing":[195],"respiratory":[199],"monitoring.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":13}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-08-18T00:00:00"}