{"id":"https://openalex.org/W4385881848","doi":"https://doi.org/10.7148/2023-0556","title":"Obstructive Sleep Apnea Identification Based On VGGish Networks","display_name":"Obstructive Sleep Apnea Identification Based On VGGish Networks","publication_year":2023,"publication_date":"2023-06-23","ids":{"openalex":"https://openalex.org/W4385881848","doi":"https://doi.org/10.7148/2023-0556"},"language":"en","primary_location":{"id":"doi:10.7148/2023-0556","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2023-0556","pdf_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0556_dis_ecms2023_0079.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0556_dis_ecms2023_0079.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019857437","display_name":"Salvatore Serrano","orcid":"https://orcid.org/0000-0003-0507-5186"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Salvatore Serrano","raw_affiliation_strings":["University of Messina Department of Engineering Messina, Italy"],"affiliations":[{"raw_affiliation_string":"University of Messina Department of Engineering Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076504909","display_name":"Luca Patan\u00e9","orcid":"https://orcid.org/0000-0002-5488-9365"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Patane","raw_affiliation_strings":["University of Messina Department of Engineering Messina, Italy"],"affiliations":[{"raw_affiliation_string":"University of Messina Department of Engineering Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033292026","display_name":"Marco Scarpa","orcid":"https://orcid.org/0000-0002-9560-7504"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Scarpa","raw_affiliation_strings":["University of Messina Department of Engineering Messina, Italy"],"affiliations":[{"raw_affiliation_string":"University of Messina Department of Engineering Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019857437"],"corresponding_institution_ids":["https://openalex.org/I112862951"],"apc_list":null,"apc_paid":null,"fwci":0.5422,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66425403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"556","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9983000159263611,"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":0.9983000159263611,"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/T10860","display_name":"Speech and Audio Processing","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9071999788284302,"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":[{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.8109257221221924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6931635141372681},{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.6097114086151123},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5473464131355286},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.500563383102417},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4981677532196045},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4739258885383606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4535287022590637},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.4397988021373749},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4171358346939087},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21899673342704773}],"concepts":[{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.8109257221221924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6931635141372681},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.6097114086151123},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5473464131355286},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.500563383102417},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4981677532196045},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4739258885383606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4535287022590637},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.4397988021373749},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4171358346939087},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21899673342704773},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2023-0556","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2023-0556","pdf_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0556_dis_ecms2023_0079.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.7148/2023-0556","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2023-0556","pdf_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0556_dis_ecms2023_0079.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385881848.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W87754414","https://openalex.org/W2071990051","https://openalex.org/W2091005538","https://openalex.org/W2216949779","https://openalex.org/W2274287116","https://openalex.org/W2333796428","https://openalex.org/W2526050071","https://openalex.org/W2544561741","https://openalex.org/W2746419079","https://openalex.org/W2796062758","https://openalex.org/W2895642444","https://openalex.org/W2898035736","https://openalex.org/W2912104931","https://openalex.org/W2939183220","https://openalex.org/W2964350391","https://openalex.org/W2973443977","https://openalex.org/W2980357151","https://openalex.org/W2990204812","https://openalex.org/W3006611915","https://openalex.org/W3100789280","https://openalex.org/W3131446646","https://openalex.org/W3140854437","https://openalex.org/W3176113042","https://openalex.org/W3188256768","https://openalex.org/W3200318528","https://openalex.org/W3206817974","https://openalex.org/W4200059801","https://openalex.org/W4283033438","https://openalex.org/W4308066278","https://openalex.org/W4308088769"],"related_works":["https://openalex.org/W2530685530","https://openalex.org/W2011227383","https://openalex.org/W4375868962","https://openalex.org/W3183901164","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3167935049","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":{"Sleep":[0],"disorders":[1],"are":[2,136],"continuously":[3],"growing":[4],"in":[5,34,133],"the":[6,25,35,46,79,82,104,112,118,134],"population":[7],"and":[8,19,31,126],"can":[9],"have":[10,100],"a":[11,50,56,94],"significant":[12],"negative":[13],"impact":[14],"on":[15,55,78],"everyday":[16],"life.":[17],"Economic":[18],"non-invasive":[20],"systems":[21],"able":[22],"to":[23,44,59,89,107],"support":[24],"diagnosis":[26],"procedure":[27],"will":[28],"be":[29],"more":[30,32],"adopted":[33,88],"next":[36],"years.":[37],"The":[38,115],"aim":[39],"of":[40,49,81,117],"this":[41],"work":[42],"is":[43],"investigate":[45],"classification":[47,113],"performance":[48],"convolutional":[51],"neural":[52],"network,":[53],"based":[54],"VGG":[57],"structure,":[58],"identify":[60],"obstructive":[61],"sleep":[62],"apnea":[63],"events.":[64],"A":[65],"recently":[66],"developed":[67],"dataset":[68],"containing":[69],"audio":[70,105],"signals":[71,106],"recorded":[72],"from":[73,103],"high-quality":[74],"contact":[75],"microphones":[76],"placed":[77],"trachea":[80],"subjects":[83],"under":[84],"study":[85],"has":[86,122],"been":[87,101,123],"perform":[90],"transfer":[91],"learning":[92],"over":[93],"pre-trained":[95],"VGGish":[96],"network.":[97],"Spectrogram":[98],"images":[99],"extracted":[102],"serve":[108],"as":[109],"inputs":[110],"for":[111],"process.":[114],"importance":[116],"time":[119],"window":[120],"selection":[121],"also":[124],"investigated":[125],"comparisons":[127],"with":[128],"other":[129],"recent":[130],"methods":[131],"proposed":[132],"literature":[135],"reported.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}