{"id":"https://openalex.org/W2902711476","doi":"https://doi.org/10.23919/eusipco.2018.8553353","title":"Obstructive Sleep Apnea (OSA) Classification Using Analysis of Breathing Sounds During Speech","display_name":"Obstructive Sleep Apnea (OSA) Classification Using Analysis of Breathing Sounds During Speech","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902711476","doi":"https://doi.org/10.23919/eusipco.2018.8553353","mag":"2902711476"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco.2018.8553353","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2018.8553353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5082706003","display_name":"Ruby Melody Simply","orcid":"https://orcid.org/0000-0003-4568-8358"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Ruby M. Simply","raw_affiliation_strings":["Department of Biomedical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038266655","display_name":"Eliran Dafna","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Eliran Dafna","raw_affiliation_strings":["Department of Biomedical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042747452","display_name":"Yaniv Zigel","orcid":"https://orcid.org/0000-0002-1994-4242"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yaniv Zigel","raw_affiliation_strings":["Department of Biomedical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082706003"],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":null,"apc_paid":null,"fwci":1.2198,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.79564237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1132","last_page":"1136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":1.0,"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":1.0,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9897000193595886,"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/T11456","display_name":"Neuroscience of respiration and sleep","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.8803419470787048},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.8021141886711121},{"id":"https://openalex.org/keywords/airway","display_name":"Airway","score":0.5923534631729126},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.5910078883171082},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5632053017616272},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.4921042323112488},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.47866830229759216},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.45473983883857727},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.43934163451194763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34354302287101746},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.30677786469459534},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19135233759880066},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.17924663424491882}],"concepts":[{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.8803419470787048},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.8021141886711121},{"id":"https://openalex.org/C105922876","wikidata":"https://www.wikidata.org/wiki/Q1423981","display_name":"Airway","level":2,"score":0.5923534631729126},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.5910078883171082},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5632053017616272},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.4921042323112488},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47866830229759216},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.45473983883857727},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.43934163451194763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34354302287101746},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.30677786469459534},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19135233759880066},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.17924663424491882},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco.2018.8553353","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2018.8553353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W76182080","https://openalex.org/W1545241942","https://openalex.org/W1977957829","https://openalex.org/W1983606896","https://openalex.org/W2001487636","https://openalex.org/W2020463283","https://openalex.org/W2026191693","https://openalex.org/W2027379664","https://openalex.org/W2048834387","https://openalex.org/W2091382635","https://openalex.org/W2097839764","https://openalex.org/W2126326123","https://openalex.org/W2171175214","https://openalex.org/W2534236005","https://openalex.org/W4240261103","https://openalex.org/W6603057011","https://openalex.org/W6674582357"],"related_works":["https://openalex.org/W2379080497","https://openalex.org/W1999920531","https://openalex.org/W1481679924","https://openalex.org/W2268943783","https://openalex.org/W2133117663","https://openalex.org/W2990628615","https://openalex.org/W2334628610","https://openalex.org/W1973318088","https://openalex.org/W2317638083","https://openalex.org/W4285049360"],"abstract_inverted_index":{"Obstructive":[0],"sleep":[1,6],"apnea":[2],"(OSA)":[3],"is":[4,22,59,62,91],"a":[5,15,38,81,92,163,175],"disorder":[7],"in":[8,74],"which":[9,41,73,96],"pharyngeal":[10],"collapse":[11],"during":[12,55,85,107],"sleep,":[13],"causes":[14],"complete":[16],"or":[17],"partial":[18],"airway":[19],"obstruction.":[20],"OSA":[21,45,61,89,171,178],"common":[23],"and":[24,66,119,177],"can":[25,165],"have":[26],"severe":[27],"impacts,":[28],"but":[29],"often":[30],"remains":[31],"unrecognized.":[32],"In":[33],"this":[34],"study,":[35],"we":[36],"propose":[37],"novel":[39],"method":[40],"able":[42],"to":[43,159,173],"detect":[44,160],"subjects":[46],"while":[47],"they":[48],"are":[49],"awake,":[50],"by":[51],"analyzing":[52],"breathing":[53,83,105,117,127,131],"sounds":[54,106,132],"speech.":[56,86],"The":[57,87],"hypothesis":[58],"that":[60,114],"associated":[63],"with":[64,168],"anatomical":[65],"functional":[67],"abnormalities":[68],"of":[69,80,98,151,156],"the":[70,77,116,125,154],"upper":[71],"airway,":[72],"turn,":[75],"affect":[76],"acoustic":[78,112],"parameters":[79],"natural":[82],"sound":[84],"proposed":[88],"detector":[90],"fully":[93],"automated":[94],"system,":[95],"consists":[97],"three":[99],"consecutive":[100],"steps":[101],"including:":[102],"1)":[103],"locating":[104],"continuous":[108],"speech,":[109],"2)":[110],"extracting":[111],"features":[113],"quantify":[115],"properties,":[118],"3)":[120],"OSA/non-OSA":[121],"classification":[122],"based":[123],"on":[124,130],"detected":[126],"sounds.":[128],"Based":[129],"analysis":[133,158],"alone":[134],"(90":[135],"male":[136],"subjects;":[137],"72":[138],"for":[139,142],"training,":[140],"18":[141],"validation),":[143],"our":[144],"system":[145,164],"yields":[146],"an":[147],"encouraging":[148],"results":[149],"(accuracy":[150],"76.5%)":[152],"showing":[153],"potential":[155],"speech":[157],"OSA.":[161],"Such":[162],"be":[166],"integrated":[167],"other":[169],"non-contact":[170],"detectors":[172],"provide":[174],"reliable":[176],"syndrome-screening":[179],"tool.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}