{"id":"https://openalex.org/W3117965214","doi":"https://doi.org/10.1109/jbhi.2020.3045859","title":"Camera-Based Vital Signs Monitoring During Sleep \u2013 A Proof of Concept Study","display_name":"Camera-Based Vital Signs Monitoring During Sleep \u2013 A Proof of Concept Study","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3117965214","doi":"https://doi.org/10.1109/jbhi.2020.3045859","mag":"3117965214","pmid":"https://pubmed.ncbi.nlm.nih.gov/33338025"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3045859","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5056459689","display_name":"Mark van Gastel","orcid":"https://orcid.org/0000-0002-5422-0143"},"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"]},{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mark van Gastel","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Philips Research, Eindhoven, Netherlands"],"affiliations":[{"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, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032436846","display_name":"Sander Stuijk","orcid":"https://orcid.org/0000-0002-2518-6847"},"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":"Sander Stuijk","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059334004","display_name":"Sebastiaan Overeem","orcid":"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, Eindhoven, The Netherlands","Kempenhaeghe Center for Sleep Medicine, Heeze, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Kempenhaeghe Center for Sleep Medicine, 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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078552548","display_name":"Johannes van Dijk","orcid":"https://orcid.org/0000-0001-6188-2973"},"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":"Johannes P. van Dijk","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","Kempenhaeghe Center for Sleep Medicine, Heeze, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Kempenhaeghe Center for Sleep Medicine, 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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050293764","display_name":"Merel M. van Gilst","orcid":"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, Eindhoven, The Netherlands","Kempenhaeghe Center for Sleep Medicine, Heeze, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Kempenhaeghe Center for Sleep Medicine, 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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110165780","display_name":"Gerard de Haan","orcid":null},"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":"Gerard de Haan","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.008,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.697488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"25","issue":"5","first_page":"1409","last_page":"1418"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9999,"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":0.9999,"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":0.9997,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.991,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/photoplethysmogram","display_name":"Photoplethysmogram","score":0.9089025},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep","score":0.7498704},{"id":"https://openalex.org/keywords/pulse-oximetry","display_name":"Pulse Oximetry","score":0.5493913},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.4896665},{"id":"https://openalex.org/keywords/oxygen-saturation","display_name":"Oxygen Saturation","score":0.4784653},{"id":"https://openalex.org/keywords/respiratory-monitoring","display_name":"Respiratory monitoring","score":0.4609028},{"id":"https://openalex.org/keywords/respiratory-rate","display_name":"Respiratory Rate","score":0.4397725},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.42746323},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.42265844}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9089025},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.79490083},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.7498704},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6515062},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.62915266},{"id":"https://openalex.org/C2780124106","wikidata":"https://www.wikidata.org/wiki/Q1140495","display_name":"Pulse oximetry","level":2,"score":0.5493913},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.5427802},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.4896665},{"id":"https://openalex.org/C76538665","wikidata":"https://www.wikidata.org/wiki/Q6294669","display_name":"Oxygen saturation","level":3,"score":0.4784653},{"id":"https://openalex.org/C2779358675","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Respiratory monitoring","level":3,"score":0.4609028},{"id":"https://openalex.org/C8213797","wikidata":"https://www.wikidata.org/wiki/Q754250","display_name":"Respiratory rate","level":4,"score":0.4397725},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.43315634},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.42762944},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.42746323},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.42265844},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.413069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36383516},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.34044087},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.2541297},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.22522235},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19667879},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.121833},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"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/C540031477","wikidata":"https://www.wikidata.org/wiki/Q629","display_name":"Oxygen","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":"D010092","descriptor_name":"Oximetry","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","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":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055986","descriptor_name":"Vital Signs","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3045859","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33338025","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":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.79,"id":"https://metadata.un.org/sdg/3"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":19,"referenced_works":["https://openalex.org/W110764138","https://openalex.org/W1531200232","https://openalex.org/W2002282659","https://openalex.org/W2028724837","https://openalex.org/W2053375012","https://openalex.org/W2055765136","https://openalex.org/W2069692225","https://openalex.org/W2074368409","https://openalex.org/W2099120405","https://openalex.org/W2113486371","https://openalex.org/W2280987539","https://openalex.org/W2333343699","https://openalex.org/W2548820856","https://openalex.org/W2559746881","https://openalex.org/W2890992624","https://openalex.org/W2895414844","https://openalex.org/W2972846851","https://openalex.org/W3019401331","https://openalex.org/W3152633770"],"related_works":["https://openalex.org/W4389313072","https://openalex.org/W4230204664","https://openalex.org/W2981566561","https://openalex.org/W2971280753","https://openalex.org/W2808864662","https://openalex.org/W2769479827","https://openalex.org/W2472860411","https://openalex.org/W2420531822","https://openalex.org/W2115667775","https://openalex.org/W1125271515"],"abstract_inverted_index":{"Polysomnography":[0],"(PSG)":[1],"is":[2,71],"the":[3,8,26,30,35,48,53,89,165,178,182,187],"current":[4],"gold":[5],"standard":[6],"for":[7,52,88,126,197],"diagnosis":[9],"of":[10,55,78,91,118,140,164,177,181,189],"sleep":[11,16,42,56,60,121,128,133,198,201],"disorders.":[12],"However,":[13],"this":[14,103],"multi-parametric":[15],"monitoring":[17,90,109],"tool":[18,196],"also":[19],"has":[20],"some":[21],"drawbacks,":[22],"e.g.":[23],"it":[24,33],"limits":[25],"patient's":[27],"mobility":[28],"during":[29],"night":[31],"and":[32,98,145,152,162,200],"requires":[34],"patient":[36],"to":[37,39,46],"come":[38],"a":[40,72,107,115,127,131,190,193],"specialized":[41,132],"clinic":[43],"or":[44],"hospital":[45],"attach":[47],"sensors.":[49],"Unobtrusive":[50],"techniques":[51],"detection":[54,77],"disorders":[57,202],"such":[58],"as":[59,192],"apnea":[61],"are":[62,124,172],"therefore":[63],"gaining":[64],"increasing":[65],"interest.":[66],"Remote":[67],"photoplethysmography":[68],"using":[69],"video":[70,141],"technique":[73],"which":[74,123],"enables":[75],"contactless":[76,108],"hemodynamic":[79],"information.":[80],"Promising":[81],"results":[82,185],"in":[83,203],"near-infrared":[84],"have":[85],"been":[86],"reported":[87],"sleep-relevant":[92],"physiological":[93],"parameters":[94],"pulse":[95,151],"rate,":[96],"respiration":[97],"blood":[99,169],"oxygen":[100,170],"saturation.":[101],"In":[102],"study":[104,129],"we":[105],"validate":[106],"system":[110],"on":[111],"eight":[112],"patients":[113],"with":[114],"high":[116],"likelihood":[117],"relevant":[119],"obstructive":[120],"apnea,":[122,199],"enrolled":[125],"at":[130],"center.":[134],"The":[135,147],"dataset":[136],"includes":[137],"46.5":[138],"hours":[139],"recordings,":[142],"full":[143],"polysomnography":[144],"metadata.":[146],"camera":[148,191],"can":[149],"detect":[150],"respiratory":[153],"rate":[154],"within":[155,173],"2":[156],"beats/breaths":[157],"per":[158],"minute":[159],"accuracy":[160],"92%":[161],"91%":[163],"time,":[166],"respectively.":[167],"Estimated":[168],"values":[171],"4":[174],"percentage":[175],"points":[176],"finger-oximeter":[179],"89%":[180],"time.":[183],"These":[184],"demonstrate":[186],"potential":[188],"convenient":[194],"diagnostic":[195],"general.":[204]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3117965214","counts_by_year":[{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6}],"updated_date":"2024-12-06T07:12:37.161808","created_date":"2021-01-05"}