{"id":"https://openalex.org/W4405489087","doi":"https://doi.org/10.1109/embc53108.2024.10782344","title":"Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter","display_name":"Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489087","doi":"https://doi.org/10.1109/embc53108.2024.10782344","pmid":"https://pubmed.ncbi.nlm.nih.gov/40040165"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5115695506","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-5750-6980"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436384","display_name":"Chenyang Li","orcid":"https://orcid.org/0000-0002-4930-5871"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Li","raw_affiliation_strings":["Shanghai JiaoTong University School of Medicine Affiliated Sixth People&#x2019;s Hospital, Shanghai Key Laboratory of Sleep Disordered Breathing,Department of Otolaryngology-Head and Neck Surgery &#x0026; Center of Sleep Medicine,Shanghai,China,200233"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University School of Medicine Affiliated Sixth People&#x2019;s Hospital, Shanghai Key Laboratory of Sleep Disordered Breathing,Department of Otolaryngology-Head and Neck Surgery &#x0026; Center of Sleep Medicine,Shanghai,China,200233","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210144482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102022404","display_name":"Zhaoxi Chen","orcid":"https://orcid.org/0000-0003-3287-7512"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhaoxi Chen","raw_affiliation_strings":["Beijing Qinglei Technology Co. Ltd.,Beijing,China,100089"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Qinglei Technology Co. Ltd.,Beijing,China,100089","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385210","display_name":"Wenyu Zhang","orcid":"https://orcid.org/0000-0003-3413-5942"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenyu Zhang","raw_affiliation_strings":["Beijing Qinglei Technology Co. Ltd.,Beijing,China,100089"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Qinglei Technology Co. Ltd.,Beijing,China,100089","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074884006","display_name":"Zetao Wang","orcid":"https://orcid.org/0000-0002-8080-3027"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zetao Wang","raw_affiliation_strings":["Beijing Qinglei Technology Co. Ltd.,Beijing,China,100089"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Qinglei Technology Co. Ltd.,Beijing,China,100089","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027049354","display_name":"Xi Guo","orcid":"https://orcid.org/0000-0002-3152-0282"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Guo","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635944","display_name":"Jian Guan","orcid":"https://orcid.org/0000-0002-8729-6734"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Guan","raw_affiliation_strings":["Shanghai JiaoTong University School of Medicine Affiliated Sixth People&#x2019;s Hospital, Shanghai Key Laboratory of Sleep Disordered Breathing,Department of Otolaryngology-Head and Neck Surgery &#x0026; Center of Sleep Medicine,Shanghai,China,200233"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University School of Medicine Affiliated Sixth People&#x2019;s Hospital, Shanghai Key Laboratory of Sleep Disordered Breathing,Department of Otolaryngology-Head and Neck Surgery &#x0026; Center of Sleep Medicine,Shanghai,China,200233","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210144482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018012012","display_name":"Gang Li","orcid":"https://orcid.org/0000-0002-8573-1608"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987000226974487,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.658894956111908},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5317992568016052},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.5231455564498901},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.5168216824531555},{"id":"https://openalex.org/keywords/hypopnea","display_name":"Hypopnea","score":0.5148045420646667},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.42888081073760986},{"id":"https://openalex.org/keywords/pulse-doppler-radar","display_name":"Pulse-Doppler radar","score":0.4131827652454376},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.3340011537075043},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32819145917892456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3228384256362915},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2900320887565613},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.2464812695980072},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.22171035408973694},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.2041744887828827},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20280852913856506},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18360233306884766}],"concepts":[{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.658894956111908},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5317992568016052},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.5231455564498901},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.5168216824531555},{"id":"https://openalex.org/C2777711342","wikidata":"https://www.wikidata.org/wiki/Q957217","display_name":"Hypopnea","level":4,"score":0.5148045420646667},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.42888081073760986},{"id":"https://openalex.org/C139931591","wikidata":"https://www.wikidata.org/wiki/Q1029151","display_name":"Pulse-Doppler radar","level":4,"score":0.4131827652454376},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.3340011537075043},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32819145917892456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3228384256362915},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2900320887565613},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.2464812695980072},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.22171035408973694},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.2041744887828827},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20280852913856506},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18360233306884766},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000089382","descriptor_name":"Oxygen Saturation","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011825","descriptor_name":"Radar","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011825","descriptor_name":"Radar","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011825","descriptor_name":"Radar","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012891","descriptor_name":"Sleep Apnea Syndromes","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"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":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020181","descriptor_name":"Sleep Apnea, Obstructive","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40040165","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40040165","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2011114870","https://openalex.org/W2044116693","https://openalex.org/W2060886381","https://openalex.org/W2065726711","https://openalex.org/W2108084237","https://openalex.org/W2296445552","https://openalex.org/W2327037637","https://openalex.org/W2483520518","https://openalex.org/W2611695796","https://openalex.org/W2795937596","https://openalex.org/W2796062758","https://openalex.org/W2905566041","https://openalex.org/W2938049566","https://openalex.org/W2962876901","https://openalex.org/W2963150697","https://openalex.org/W3013464546","https://openalex.org/W3161585833","https://openalex.org/W4231438709","https://openalex.org/W4294975277","https://openalex.org/W4296830361","https://openalex.org/W4387574756","https://openalex.org/W6620707391"],"related_works":["https://openalex.org/W1481679924","https://openalex.org/W4399751843","https://openalex.org/W2268943783","https://openalex.org/W2933756203","https://openalex.org/W2334628610","https://openalex.org/W2990628615","https://openalex.org/W4285049360","https://openalex.org/W1973318088","https://openalex.org/W3159087937","https://openalex.org/W2936630082"],"abstract_inverted_index":{"Obstructive":[0],"Sleep":[1],"Apnea-Hypopnea":[2],"Syndrome":[3],"(OSAHS)":[4],"is":[5,83],"a":[6,122,152],"sleep-related":[7],"breathing":[8],"disorder":[9],"associated":[10],"with":[11,47,170],"significant":[12],"morbidity":[13],"and":[14,34,53,90,110,127,141,162],"mortality":[15],"worldwide.":[16],"The":[17],"gold":[18],"standard":[19],"for":[20,68,115,174],"OSAHS":[21],"diagnosis,":[22],"polysomnography":[23],"(PSG),":[24],"faces":[25],"challenges":[26],"in":[27,41],"popularization":[28],"due":[29],"to":[30,85,130],"its":[31],"high":[32,153],"cost":[33,52],"complexity.":[35],"Recently,":[36],"radar":[37,126],"has":[38,107],"shown":[39],"potential":[40],"detecting":[42],"sleep":[43],"apnea-hypopnea":[44],"events":[45],"(SAE)":[46],"the":[48,72,91,144,175],"advantages":[49],"of":[50,74,147,155,177],"low":[51],"non-contact":[54],"monitoring.":[55],"However,":[56],"existing":[57],"studies,":[58],"especially":[59],"those":[60],"using":[61,124],"deep":[62],"learning,":[63],"employ":[64],"segment-based":[65],"classification":[66],"approach":[67],"SAE":[69,81],"detection,":[70],"making":[71],"task":[73],"event":[75],"quantity":[76],"estimation":[77],"difficult.":[78],"Additionally,":[79],"radar-based":[80],"detection":[82],"susceptible":[84],"interference":[86],"from":[87,138,160],"body":[88],"movements":[89],"environment.":[92],"Oxygen":[93],"saturation":[94],"(SpO<inf":[95],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[96],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>)":[97],"can":[98],"offer":[99],"valuable":[100],"information":[101,137],"about":[102],"OSAHS,":[103],"but":[104],"it":[105],"also":[106],"certain":[108],"limitations":[109],"cannot":[111],"be":[112],"used":[113],"alone":[114],"diagnosis.":[116],"In":[117],"this":[118],"study,":[119],"we":[120],"propose":[121],"method":[123,169],"millimeter-wave":[125],"pulse":[128],"oximeter":[129],"detect":[131],"SAE,":[132],"called":[133],"ROSA.":[134],"It":[135],"fuses":[136],"both":[139],"sensors,":[140],"directly":[142],"predicts":[143],"temporal":[145],"localization":[146],"SAE.":[148],"Experimental":[149],"results":[150],"demonstrate":[151],"degree":[154],"consistency":[156],"(ICC=0.9864)":[157],"between":[158],"AHI":[159],"ROSA":[161],"PSG.":[163],"This":[164],"study":[165],"presents":[166],"an":[167],"effective":[168],"low-":[171],"load":[172],"device":[173],"diagnosis":[176],"OSAHS.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}