{"id":"https://openalex.org/W3018344755","doi":"https://doi.org/10.1109/jbhi.2020.2984954","title":"3D Camera and Pulse Oximeter for Respiratory Events Detection","display_name":"3D Camera and Pulse Oximeter for Respiratory Events Detection","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3018344755","doi":"https://doi.org/10.1109/jbhi.2020.2984954","mag":"3018344755","pmid":"https://pubmed.ncbi.nlm.nih.gov/32324578"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2984954","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9313839/09072584.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/9313839/09072584.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025425338","display_name":"Carmina Coronel","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Carmina Coronel","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075768284","display_name":"Christoph Wiesmeyr","orcid":"https://orcid.org/0000-0003-1292-6970"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph Wiesmeyr","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026910353","display_name":"Heinrich Garn","orcid":"https://orcid.org/0000-0002-2194-7418"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Heinrich Garn","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103238120","display_name":"Bernhard Kohn","orcid":"https://orcid.org/0000-0002-3177-3159"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Kohn","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075404864","display_name":"Markus A. Wimmer","orcid":"https://orcid.org/0000-0001-6169-3873"},"institutions":[{"id":"https://openalex.org/I4210119171","display_name":"Kepler Universit\u00e4tsklinikum","ror":"https://ror.org/02h3bfj85","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210119171"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Wimmer","raw_affiliation_strings":["Department of Neurology 2, Kepler University Hospital, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Neurology 2, Kepler University Hospital, Linz, Austria","institution_ids":["https://openalex.org/I4210119171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013065989","display_name":"Magdalena Mandl","orcid":"https://orcid.org/0000-0002-3266-8967"},"institutions":[{"id":"https://openalex.org/I4210119171","display_name":"Kepler Universit\u00e4tsklinikum","ror":"https://ror.org/02h3bfj85","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210119171"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Magdalena Mandl","raw_affiliation_strings":["Department of Neurology 2, Kepler University Hospital, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Neurology 2, Kepler University Hospital, Linz, Austria","institution_ids":["https://openalex.org/I4210119171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074444871","display_name":"Martin Glos","orcid":"https://orcid.org/0000-0002-7819-0444"},"institutions":[],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Glos","raw_affiliation_strings":["Advanced Sleep Research GmbH, Berlin, Germany","Interdisciplinary Sleep Medicine Center, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Sleep Medicine Center, Berlin, Germany","institution_ids":[]},{"raw_affiliation_string":"Advanced Sleep Research GmbH, Berlin, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058492122","display_name":"Thomas Penzel","orcid":"https://orcid.org/0000-0002-4304-0112"},"institutions":[{"id":"https://openalex.org/I125219893","display_name":"Saratov State University","ror":"https://ror.org/05jcsqx24","country_code":"RU","type":"education","lineage":["https://openalex.org/I125219893"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Thomas Penzel","raw_affiliation_strings":["Advanced Sleep Research GmbH, Berlin, Germany","Interdisciplinary Sleep Medicine Center, Berlin, Germany","Saratov State University, Saratov, Russia"],"affiliations":[{"raw_affiliation_string":"Advanced Sleep Research GmbH, Berlin, Germany","institution_ids":[]},{"raw_affiliation_string":"Interdisciplinary Sleep Medicine Center, Berlin, Germany","institution_ids":[]},{"raw_affiliation_string":"Saratov State University, Saratov, Russia","institution_ids":["https://openalex.org/I125219893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112567005","display_name":"Gerhard Kl\u00f6sch","orcid":null},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gerhard Klosch","raw_affiliation_strings":["Department of Neurology, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024463059","display_name":"Andrijana Stefanic-Kejik","orcid":null},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andrijana Stefanic-Kejik","raw_affiliation_strings":["Department of Neurology, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103902830","display_name":"Marion B\u00f6ck","orcid":null},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marion Bock","raw_affiliation_strings":["Department of Neurology, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084032820","display_name":"Eugenijus Kaniu\u0161as","orcid":"https://orcid.org/0000-0002-1228-3859"},"institutions":[],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Eugenijus Kaniusas","raw_affiliation_strings":["Microwave and Circuit Engineering, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Microwave and Circuit Engineering, Vienna, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101836330","display_name":"Stefan Seidel","orcid":"https://orcid.org/0000-0002-2583-5835"},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Seidel","raw_affiliation_strings":["Department of Neurology, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.235,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.68826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":"25","issue":"1","first_page":"181","last_page":"188"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998,"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":0.9998,"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":0.9997,"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/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9975,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.518515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40056524},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33557665}],"mesh":[{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2984954","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9313839/09072584.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32324578","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.2984954","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9313839/09072584.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":33,"referenced_works":["https://openalex.org/W1648513956","https://openalex.org/W1973132426","https://openalex.org/W1986799076","https://openalex.org/W1988254324","https://openalex.org/W2004067936","https://openalex.org/W2026623678","https://openalex.org/W2028591947","https://openalex.org/W2093372772","https://openalex.org/W2106541217","https://openalex.org/W2131996083","https://openalex.org/W2136181517","https://openalex.org/W2164777277","https://openalex.org/W2264784497","https://openalex.org/W2327037637","https://openalex.org/W2345790745","https://openalex.org/W2465111177","https://openalex.org/W2501136228","https://openalex.org/W2544561741","https://openalex.org/W2560119893","https://openalex.org/W2583560550","https://openalex.org/W2608525308","https://openalex.org/W2626627616","https://openalex.org/W2739367995","https://openalex.org/W2782530141","https://openalex.org/W2800899095","https://openalex.org/W2884525847","https://openalex.org/W2890992624","https://openalex.org/W2936996212","https://openalex.org/W2944596974","https://openalex.org/W2959442417","https://openalex.org/W2971949684","https://openalex.org/W2986426849","https://openalex.org/W4243006922"],"related_works":["https://openalex.org/W4396701345","https://openalex.org/W4396696052","https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2073681303","https://openalex.org/W2051487156","https://openalex.org/W2001405890"],"abstract_inverted_index":{"The":[0,64,77],"purpose":[1],"of":[2],"this":[3],"study":[4],"was":[5,66],"to":[6,18,29,34,60,93,157,216,232,236],"derive":[7],"a":[8,13,40,44,49,181],"respiratory":[9,31,41,55,62,123,219,224],"movement":[10,56,237],"signal":[11,42],"from":[12,43],"3D":[14,45,72,201],"time-of-flight":[15],"camera":[16,46,202],"and":[17,47,57,74,88,106,133,192,200,206,223,234],"investigate":[19],"if":[20],"it":[21],"can":[22,229],"be":[23,230],"used":[24],"in":[25],"combination":[26],"with":[27,164,209],"SpO2":[28,58,199],"detect":[30,218],"events":[32,220],"comparable":[33],"polysomnography":[35],"(PSG)":[36],"based":[37,83],"detection.We":[38],"derived":[39],"developed":[48],"new":[50],"algorithm":[51],"that":[52,228],"detects":[53],"reduced":[54],"desaturation":[59],"score":[61],"events.":[63],"method":[65,179,197,212],"tested":[67],"on":[68,84,174],"61":[69],"patients'":[70],"synchronized":[71],"video":[73],"PSG":[75,95],"recordings.":[76],"predicted":[78,89,138],"apnea-hypopnea":[79],"index":[80],"(AHI),":[81],"calculated":[82],"total":[85],"sleep":[86],"time,":[87],"severity":[90,107,171],"were":[91,109,114,136],"compared":[92,156],"manual":[94],"annotations":[96],"(manualPSG).":[97],"Predicted":[98],"AHI":[99,139],"evaluation,":[100],"measured":[101],"by":[102,116,167],"intraclass":[103],"correlation":[104],"(ICC),":[105],"classification":[108,160],"performed.":[110],"Furthermore,":[111],"the":[112,129,178,214],"results":[113],"evaluated":[115],"30-second":[117,175],"epoch":[118,176],"analysis,":[119,177],"labelled":[120],"either":[121],"as":[122],"event":[124],"or":[125],"normal":[126],"breathing,":[127],"wherein":[128],"accuracy,":[130,163],"sensitivity,":[131],"specificity":[132,193],"Cohen's":[134,182],"kappa":[135,183],"calculated.The":[137],"scored":[140,161,180],"an":[141],"ICC":[142],"r":[143],"=":[144,184,187,190,194],"0.94":[145],"(0.90":[146],"-":[147],"0.96":[148],"at":[149],"95%":[150],"confidence":[151],"interval,":[152],"p":[153],"<":[154],"0.001)":[155],"manualPSG.":[158],"Severity":[159],"80%":[162],"no":[165],"misclassification":[166],"more":[168],"than":[169],"one":[170],"level.":[172],"Based":[173],"0.72,":[185],"accuracy":[186],"0.88,":[188],"sensitivity":[189],"0.80,":[191],"0.91.Our":[195],"detection":[196],"using":[198],"had":[203],"excellent":[204],"reliability":[205],"substantial":[207],"agreement":[208],"PSG-based":[210],"scoring.This":[211],"showed":[213],"potential":[215],"reliably":[217],"without":[221],"airflow":[222],"belt":[225],"sensors,":[226],"sensors":[227],"uncomfortable":[231],"patients":[233],"susceptible":[235],"artefacts.":[238]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3018344755","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-01-20T10:23:13.113847","created_date":"2020-05-01"}