{"id":"https://openalex.org/W3009923056","doi":"https://doi.org/10.3390/s20051360","title":"Sleep Apnea Detection with Polysomnography and Depth Sensors","display_name":"Sleep Apnea Detection with Polysomnography and Depth Sensors","publication_year":2020,"publication_date":"2020-03-02","ids":{"openalex":"https://openalex.org/W3009923056","doi":"https://doi.org/10.3390/s20051360","mag":"3009923056","pmid":"https://pubmed.ncbi.nlm.nih.gov/32121672"},"language":"en","primary_location":{"id":"doi:10.3390/s20051360","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20051360","pdf_url":"https://www.mdpi.com/1424-8220/20/5/1360/pdf?version=1583941404","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/1424-8220/20/5/1360/pdf?version=1583941404","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053848773","display_name":"Martin Sch\u00e4tz","orcid":"https://orcid.org/0000-0003-0931-4017"},"institutions":[{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Martin Sch\u00e4tz","raw_affiliation_strings":["Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28 Prague 6, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-0931-4017","affiliations":[{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28 Prague 6, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043837835","display_name":"Ale\u0161 Proch\u00e1zka","orcid":"https://orcid.org/0000-0002-0270-1738"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I4210137570","display_name":"University Hospital Hradec Kr\u00e1lov\u00e9","ror":"https://ror.org/04wckhb82","country_code":"CZ","type":"funder","lineage":["https://openalex.org/I4210137570"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]},{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ale\u0161 Proch\u00e1zka","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, 160 00 Prague 6, Czech Republic","Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28 Prague 6, Czech Republic","University Hospital Hradec Kr\u00e1lov\u00e9, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Department of Neurology, Charles University, 500 05 Hradec Kr\u00e1lov\u00e9, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-0270-1738","affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, 160 00 Prague 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28 Prague 6, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"University Hospital Hradec Kr\u00e1lov\u00e9, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Department of Neurology, Charles University, 500 05 Hradec Kr\u00e1lov\u00e9, Czech Republic","institution_ids":["https://openalex.org/I4210137570","https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091507239","display_name":"Ji\u0159\u00ed Kuchy\u0148ka","orcid":"https://orcid.org/0000-0002-9672-0875"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I4210137570","display_name":"University Hospital Hradec Kr\u00e1lov\u00e9","ror":"https://ror.org/04wckhb82","country_code":"CZ","type":"funder","lineage":["https://openalex.org/I4210137570"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ji\u0159\u00ed Kuchy\u0148ka","raw_affiliation_strings":["University Hospital Hradec Kr\u00e1lov\u00e9, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Department of Neurology, Charles University, 500 05 Hradec Kr\u00e1lov\u00e9, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital Hradec Kr\u00e1lov\u00e9, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Department of Neurology, Charles University, 500 05 Hradec Kr\u00e1lov\u00e9, Czech Republic","institution_ids":["https://openalex.org/I4210137570","https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072240908","display_name":"Old\u0159ich Vy\u0161ata","orcid":"https://orcid.org/0000-0003-3649-6688"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I4210137570","display_name":"University Hospital Hradec Kr\u00e1lov\u00e9","ror":"https://ror.org/04wckhb82","country_code":"CZ","type":"funder","lineage":["https://openalex.org/I4210137570"]},{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Old\u0159ich Vy\u0161ata","raw_affiliation_strings":["Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28 Prague 6, Czech Republic","University Hospital Hradec Kr\u00e1lov\u00e9, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Department of Neurology, Charles University, 500 05 Hradec Kr\u00e1lov\u00e9, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28 Prague 6, Czech Republic","institution_ids":["https://openalex.org/I9073902"]},{"raw_affiliation_string":"University Hospital Hradec Kr\u00e1lov\u00e9, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Department of Neurology, Charles University, 500 05 Hradec Kr\u00e1lov\u00e9, Czech Republic","institution_ids":["https://openalex.org/I4210137570","https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053848773"],"corresponding_institution_ids":["https://openalex.org/I9073902"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.4427,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.89490538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"20","issue":"5","first_page":"1360","last_page":"1360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9975000023841858,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9933000206947327,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.675165057182312},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.6344902515411377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6066195368766785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5880556106567383},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5091192126274109},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.45752155780792236},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38592100143432617},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.372344046831131},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.2815440893173218},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1917710304260254},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18031221628189087},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.09608396887779236},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.07849937677383423}],"concepts":[{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.675165057182312},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.6344902515411377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6066195368766785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5880556106567383},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5091192126274109},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.45752155780792236},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38592100143432617},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.372344046831131},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.2815440893173218},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1917710304260254},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18031221628189087},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.09608396887779236},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.07849937677383423},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","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":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s20051360","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20051360","pdf_url":"https://www.mdpi.com/1424-8220/20/5/1360/pdf?version=1583941404","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:32121672","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32121672","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:doaj.org/article:1e8f6170d9884095a484bffcc3362108","is_oa":true,"landing_page_url":"https://doaj.org/article/1e8f6170d9884095a484bffcc3362108","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 20, Iss 5, p 1360 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/5/1360/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20051360","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7085736","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7085736","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,"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"}],"best_oa_location":{"id":"doi:10.3390/s20051360","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20051360","pdf_url":"https://www.mdpi.com/1424-8220/20/5/1360/pdf?version=1583941404","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3009923056.pdf","grobid_xml":"https://content.openalex.org/works/W3009923056.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W976039271","https://openalex.org/W1510868759","https://openalex.org/W1596318652","https://openalex.org/W1982263414","https://openalex.org/W1988466534","https://openalex.org/W1997386971","https://openalex.org/W1997654368","https://openalex.org/W2005015931","https://openalex.org/W2005774119","https://openalex.org/W2036143978","https://openalex.org/W2041137821","https://openalex.org/W2054397214","https://openalex.org/W2090073003","https://openalex.org/W2102425529","https://openalex.org/W2105092437","https://openalex.org/W2105943885","https://openalex.org/W2108964732","https://openalex.org/W2117189012","https://openalex.org/W2136181517","https://openalex.org/W2157650999","https://openalex.org/W2170904756","https://openalex.org/W2183185922","https://openalex.org/W2294653820","https://openalex.org/W2297328716","https://openalex.org/W2309704947","https://openalex.org/W2320769985","https://openalex.org/W2396951905","https://openalex.org/W2518961488","https://openalex.org/W2544561741","https://openalex.org/W2604137468","https://openalex.org/W2613930560","https://openalex.org/W2624958217","https://openalex.org/W2745471877","https://openalex.org/W2962710859","https://openalex.org/W2963855530","https://openalex.org/W2987754071","https://openalex.org/W6685536244","https://openalex.org/W6698395693","https://openalex.org/W6700087821"],"related_works":["https://openalex.org/W2149145101","https://openalex.org/W2376105158","https://openalex.org/W2508346598","https://openalex.org/W2980868362","https://openalex.org/W62530852","https://openalex.org/W4367186133","https://openalex.org/W4294175711","https://openalex.org/W1969068200","https://openalex.org/W4388950428","https://openalex.org/W2034929828"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2,277,302],"devoted":[3],"to":[4,8,17,34,46,85,187,206,269,279,289],"proving":[5,35],"two":[6],"goals,":[7],"show":[9],"that":[10,36],"various":[11],"depth":[12,40,57,97,154,169,175,364],"sensors":[13,27,41,58,98,155],"can":[14,59,124,141,259,352],"be":[15,60,125,142,353],"used":[16,28,61,116,126,303],"record":[18],"breathing":[19,37,47,54,134,139,189,196,208,221,294,335],"rate":[20,72,140,197,209],"with":[21,68,74,106,171,246,264,344],"the":[22,43,69,90,146,207,218,225,270,281,290,308,310],"same":[23,44,70],"accuracy":[24,266],"as":[25,49,73,127,145],"contact":[26],"in":[29,32,50,89,120,174,180],"polysomnography":[30],"(PSG),":[31],"addition":[33],"signals":[38,336],"from":[39,56,337],"have":[42,101,110],"sensitivity":[45],"changes":[48],"PSG":[51,75],"records.":[52],"The":[53,77,138,191,256,327,349],"signal":[55,222,295],"for":[62,117,132,304],"classification":[63,248,271,291],"of":[64,80,92,148,167,210,220,240,249,272,283,292,307,318,320,358,363],"sleep":[65,250,254,274,299,346],"[d=R2]apneaapnoa":[66,262,347],"events":[67,263,284],"success":[71],"data.":[76,365],"recent":[78],"development":[79],"computational":[81],"technologies":[82],"has":[83,312],"led":[84],"a":[86,102,149,195,228,238,247,253,273,298],"big":[87],"leap":[88],"usability":[91],"range":[93],"imaging":[94],"sensors.":[95],"New":[96],"are":[99,114,165],"smaller,":[100],"higher":[103],"sampling":[104,178],"rate,":[105],"better":[107],"resolution,":[108],"and":[109,129,135,163,177,201,324,341],"bigger":[111],"precision.":[112],"They":[113],"widely":[115],"computer":[118],"vision":[119],"robotics,":[121],"but":[122],"they":[123],"non-contact":[128],"non-invasive":[130],"systems":[131],"monitoring":[133],"its":[136],"features.":[137],"easily":[143],"represented":[144],"frequency":[147,179],"recorded":[150],"signal.":[151],"All":[152],"tested":[153,333],"(MS":[156],"Kinect":[157,339],"v2,":[158],"RealSense":[159,342],"SR300,":[160],"R200,":[161],"D415":[162],"D435)":[164],"capable":[166],"recording":[168],"data":[170],"enough":[172],"precision":[173],"sensing":[176],"time":[181],"(20-35":[182],"frames":[183],"per":[184,285],"second":[185],"(FPS))":[186],"capture":[188],"rate.":[190],"spectral":[192],"analysis":[193],"shows":[194],"between":[198],"0.2":[199],"Hz":[200],"0.33":[202],"Hz,":[203],"which":[204,276,301],"corresponds":[205],"an":[211,313],"adult":[212],"person":[213],"during":[214],"sleep.":[215],"To":[216],"test":[217],"quality":[219],"processed":[223],"by":[224,252,297],"proposed":[226],"workflow,":[227],"neural":[229],"network":[230],"classifier":[231,258,311,328],"(simple":[232],"competitive":[233],"NN)":[234],"was":[235],"trained":[236],"on":[237,334],"set":[239],"57":[241],"whole":[242,350],"night":[243],"polysomnographic":[244,293],"records":[245],"[d=R2]apneaapnoas":[251],"specialist.":[255],"resulting":[257],"mark":[260],"all":[261],"100%":[265],"when":[267,332],"compared":[268,288],"specialist,":[275],"useful":[278],"estimate":[280],"number":[282],"hour.":[286],"[d=R2]When":[287],"segments":[296],"specialistand,":[300],"calculating":[305],"length":[306],"event,":[309],"[d=R1]":[314],"F":[315],"1":[316],"score":[317],"92.2%Accuracy":[319],"96.8%":[321],"(sensitivity":[322],"89.1%":[323],"specificity":[325],"98.8%).":[326],"also":[329],"proves":[330],"successful":[331],"MS":[338],"v2":[340],"R200":[343],"simulated":[345],"events.":[348],"process":[351],"fully":[354],"automatic":[355,359],"after":[356],"implementation":[357],"chest":[360],"area":[361],"segmentation":[362]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
