{"id":"https://openalex.org/W4391089847","doi":"https://doi.org/10.1145/3580252.3589420","title":"Poster: Noninvasive Respirator Fit Factor Inference by Semi-Supervised Learning","display_name":"Poster: Noninvasive Respirator Fit Factor Inference by Semi-Supervised Learning","publication_year":2023,"publication_date":"2023-06-21","ids":{"openalex":"https://openalex.org/W4391089847","doi":"https://doi.org/10.1145/3580252.3589420"},"language":"en","primary_location":{"id":"doi:10.1145/3580252.3589420","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580252.3589420","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580252.3589420","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3580252.3589420","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022963482","display_name":"Jinmiao Chen","orcid":"https://orcid.org/0009-0008-8350-4963"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinmiao Chen","raw_affiliation_strings":["University of Oklahoma, Norman, OK, USA"],"raw_orcid":"https://orcid.org/0009-0008-8350-4963","affiliations":[{"raw_affiliation_string":"University of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066964790","display_name":"Zhaohe Zhang","orcid":"https://orcid.org/0000-0002-6542-0319"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaohe Zhang","raw_affiliation_strings":["University of Oklahoma, Norman, OK, USA"],"raw_orcid":"https://orcid.org/0000-0002-6542-0319","affiliations":[{"raw_affiliation_string":"University of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057883383","display_name":"Shangqing Zhao","orcid":"https://orcid.org/0000-0001-8543-2977"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shangqing Zhao","raw_affiliation_strings":["University of Oklahoma, Norman, OK, USA"],"raw_orcid":"https://orcid.org/0000-0001-8543-2977","affiliations":[{"raw_affiliation_string":"University of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058033922","display_name":"Song Fang","orcid":"https://orcid.org/0000-0001-7879-3731"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Fang","raw_affiliation_strings":["University of Oklahoma, Norman, OK, USA"],"raw_orcid":"https://orcid.org/0000-0001-7879-3731","affiliations":[{"raw_affiliation_string":"University of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071706728","display_name":"Thomas M. Peters","orcid":"https://orcid.org/0000-0002-1698-8856"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas M. Peters","raw_affiliation_strings":["University of Iowa, Iowa City, IA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1698-8856","affiliations":[{"raw_affiliation_string":"University of Iowa, Iowa City, IA, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073785288","display_name":"Evan L. Floyd","orcid":"https://orcid.org/0000-0002-0402-0565"},"institutions":[{"id":"https://openalex.org/I49332381","display_name":"University of Oklahoma Health Sciences Center","ror":"https://ror.org/0457zbj98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I49332381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evan L. Floyd","raw_affiliation_strings":["The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA"],"raw_orcid":"https://orcid.org/0000-0002-0402-0565","affiliations":[{"raw_affiliation_string":"The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA","institution_ids":["https://openalex.org/I49332381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100751694","display_name":"Changjie Cai","orcid":"https://orcid.org/0000-0001-5189-003X"},"institutions":[{"id":"https://openalex.org/I49332381","display_name":"University of Oklahoma Health Sciences Center","ror":"https://ror.org/0457zbj98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I49332381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Changjie Cai","raw_affiliation_strings":["The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA"],"raw_orcid":"https://orcid.org/0000-0001-5189-003X","affiliations":[{"raw_affiliation_string":"The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA","institution_ids":["https://openalex.org/I49332381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45129467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10990","display_name":"Infection Control and Ventilation","score":0.9891999959945679,"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"}},"topics":[{"id":"https://openalex.org/T10990","display_name":"Infection Control and Ventilation","score":0.9891999959945679,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9818999767303467,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/respirator","display_name":"Respirator","score":0.9869834780693054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6612975001335144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43494781851768494},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.412793904542923},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4104204773902893},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35682326555252075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2400285303592682},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.12422344088554382},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08324751257896423},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07293063402175903}],"concepts":[{"id":"https://openalex.org/C158816027","wikidata":"https://www.wikidata.org/wiki/Q271779","display_name":"Respirator","level":2,"score":0.9869834780693054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6612975001335144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43494781851768494},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.412793904542923},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4104204773902893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35682326555252075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2400285303592682},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.12422344088554382},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08324751257896423},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07293063402175903},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3580252.3589420","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580252.3589420","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580252.3589420","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3580252.3589420","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580252.3589420","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580252.3589420","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391089847.pdf","grobid_xml":"https://content.openalex.org/works/W4391089847.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2891504192","https://openalex.org/W2962369866","https://openalex.org/W3048937063","https://openalex.org/W3094892947","https://openalex.org/W3094907801","https://openalex.org/W3113255501","https://openalex.org/W4200444305"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0],"need":[1],"for":[2],"personal":[3],"protective":[4],"equipment,":[5],"such":[6],"as":[7,14],"respirators,":[8],"has":[9],"been":[10],"emphasized":[11],"by":[12,74],"pandemics":[13],"they":[15],"provide":[16],"protection":[17,22],"against":[18],"infectious":[19],"diseases.":[20],"Adequate":[21],"is":[23,36,107],"only":[24],"possible":[25],"when":[26],"respirators":[27],"fit":[28,53,139],"properly":[29],"and":[30,42,54,110,118,127],"are":[31],"worn":[32],"correctly.":[33],"Therefore,":[34],"it":[35],"especially":[37],"critical":[38],"to":[39,67,99,112,134],"closely":[40],"monitor":[41],"ensure":[43,51],"respirator":[44,84,138],"fit,":[45],"particularly":[46],"during":[47],"a":[48,59,80,94],"pandemic.":[49],"To":[50],"proper":[52],"continuous":[55],"monitoring,":[56],"we":[57,131],"propose":[58],"new":[60],"noninvasive":[61],"method":[62,78,106],"that":[63],"uses":[64],"speech":[65,120],"signals":[66],"measure":[68,82],"the":[69,75,88,91,103],"attenuation":[70],"of":[71,83,90,93],"sound":[72],"caused":[73],"respirator.":[76],"This":[77,105],"provides":[79],"quantitative":[81],"Fit":[85],"Factor":[86],"(FF,":[87],"ratio":[89],"concentration":[92,101],"substance":[95],"in":[96,137],"ambient":[97],"air":[98],"its":[100],"inside":[102],"respirator).":[104],"also":[108],"cost-effective":[109],"easy":[111],"implement.":[113],"By":[114],"collecting":[115],"limited":[116],"labeled":[117,123],"unlabeled":[119],"data,":[121,124],"augmenting":[122],"extracting":[125],"time":[126],"frequency":[128],"domain":[129],"features,":[130],"achieved":[132],"up":[133],"86.24%":[135],"accuracy":[136],"detection":[140],"using":[141],"semi-supervised":[142],"learning":[143],"model.":[144]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
