{"id":"https://openalex.org/W4319586111","doi":"https://doi.org/10.1109/iscslp57327.2022.10037911","title":"Medical Difficult Airway Detection using Speech Technology","display_name":"Medical Difficult Airway Detection using Speech Technology","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4319586111","doi":"https://doi.org/10.1109/iscslp57327.2022.10037911"},"language":"en","primary_location":{"id":"doi:10.1109/iscslp57327.2022.10037911","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscslp57327.2022.10037911","pdf_url":null,"source":{"id":"https://openalex.org/S4363607181","display_name":"2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP)","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/A5102974956","display_name":"Zhikai Zhou","orcid":"https://orcid.org/0000-0002-4626-2677"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhikai Zhou","raw_affiliation_strings":["AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029389405","display_name":"Shuang Cao","orcid":"https://orcid.org/0000-0002-1772-4959"},"institutions":[{"id":"https://openalex.org/I4210097066","display_name":"Shanghai Ninth People's Hospital","ror":"https://ror.org/010826a91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Cao","raw_affiliation_strings":["Shanghai Jiaotong University School of Medicine,Shanghai Ninth People’s Hospital,Department of Anesthesiology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University School of Medicine,Shanghai Ninth People’s Hospital,Department of Anesthesiology,Shanghai,China","institution_ids":["https://openalex.org/I4210097066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101416769","display_name":"Zhengyang Chen","orcid":"https://orcid.org/0000-0003-1293-8146"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyang Chen","raw_affiliation_strings":["AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378232","display_name":"Bei Liu","orcid":"https://orcid.org/0000-0002-5198-0796"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Liu","raw_affiliation_strings":["AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091714843","display_name":"Ming Xia","orcid":"https://orcid.org/0000-0003-3926-2350"},"institutions":[{"id":"https://openalex.org/I4210097066","display_name":"Shanghai Ninth People's Hospital","ror":"https://ror.org/010826a91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Xia","raw_affiliation_strings":["Shanghai Jiaotong University School of Medicine,Shanghai Ninth People’s Hospital,Department of Anesthesiology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University School of Medicine,Shanghai Ninth People’s Hospital,Department of Anesthesiology,Shanghai,China","institution_ids":["https://openalex.org/I4210097066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102016488","display_name":"Hong Jiang","orcid":"https://orcid.org/0000-0001-7043-5593"},"institutions":[{"id":"https://openalex.org/I4210097066","display_name":"Shanghai Ninth People's Hospital","ror":"https://ror.org/010826a91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Jiang","raw_affiliation_strings":["Shanghai Jiaotong University School of Medicine,Shanghai Ninth People’s Hospital,Department of Anesthesiology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University School of Medicine,Shanghai Ninth People’s Hospital,Department of Anesthesiology,Shanghai,China","institution_ids":["https://openalex.org/I4210097066"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100341993","display_name":"Yanmin Qian","orcid":"https://orcid.org/0000-0002-0314-3790"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmin Qian","raw_affiliation_strings":["AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"AI Institute X-LANCE Lab, Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102974956"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44444444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"349","last_page":"353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10830","display_name":"Airway Management and Intubation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain 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/T10830","display_name":"Airway Management and Intubation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain 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/T10863","display_name":"Voice and Speech Disorders","score":0.9977999925613403,"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/T11260","display_name":"Tracheal and airway disorders","score":0.9976000189781189,"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/airway","display_name":"Airway","score":0.7127387523651123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6990171074867249},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6886459589004517},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6681836843490601},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5311198234558105},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4815426468849182},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4698072075843811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4065787196159363},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2909311056137085},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2764108180999756},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.09101206064224243}],"concepts":[{"id":"https://openalex.org/C105922876","wikidata":"https://www.wikidata.org/wiki/Q1423981","display_name":"Airway","level":2,"score":0.7127387523651123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990171074867249},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6886459589004517},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6681836843490601},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5311198234558105},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4815426468849182},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4698072075843811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4065787196159363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2909311056137085},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2764108180999756},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.09101206064224243},{"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:10.1109/iscslp57327.2022.10037911","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscslp57327.2022.10037911","pdf_url":null,"source":{"id":"https://openalex.org/S4363607181","display_name":"2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W126222877","https://openalex.org/W1963534569","https://openalex.org/W1971231312","https://openalex.org/W2012431786","https://openalex.org/W2020463283","https://openalex.org/W2029405595","https://openalex.org/W2100858040","https://openalex.org/W2106709024","https://openalex.org/W2122364000","https://openalex.org/W2150769028","https://openalex.org/W2150780222","https://openalex.org/W2173578770","https://openalex.org/W2275110039","https://openalex.org/W2395750323","https://openalex.org/W2808631503","https://openalex.org/W2889048668","https://openalex.org/W2890964092","https://openalex.org/W2899467104","https://openalex.org/W2913434512","https://openalex.org/W3024869864","https://openalex.org/W3091468319","https://openalex.org/W3096647374","https://openalex.org/W3126757411","https://openalex.org/W3203423608","https://openalex.org/W3216401400","https://openalex.org/W4288091954","https://openalex.org/W6631362777","https://openalex.org/W6754473786","https://openalex.org/W6769178842"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2081900870","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W2347897961","https://openalex.org/W2979236518","https://openalex.org/W2090763504","https://openalex.org/W2379140333"],"abstract_inverted_index":{"The":[0,17],"detection":[1],"of":[2,20,34,68,96,110],"the":[3,21,35,53,60,66,69,85,88,94,97,105,108,111],"difficult":[4,22,36,54,70],"airway":[5,23,37],"is":[6,24,91],"an":[7],"important":[8],"process":[9],"in":[10,84],"patients":[11],"undergoing":[12],"surgery":[13],"with":[14,26],"general":[15],"anesthesia.":[16],"inappropriate":[18],"management":[19],"associated":[25],"morbidity":[27],"and":[28,56],"mortality.":[29],"However,":[30],"rational":[31],"clinical":[32,116],"evaluation":[33],"have":[38],"several":[39],"limitations.":[40],"In":[41],"this":[42],"paper,":[43],"we":[44,57],"explore":[45],"how":[46],"to":[47,51,65,103],"use":[48],"speech":[49],"technology":[50],"recognize":[52],"airway,":[55],"further":[58],"apply":[59],"deep":[61],"speaker":[62,89],"recognition":[63],"model":[64],"prediction":[67],"airway.":[71],"Experiments":[72],"are":[73],"carried":[74],"out":[75],"on":[76],"a":[77,120],"well-designed":[78],"dataset":[79],"recorded":[80],"from":[81],"1189":[82],"speakers":[83],"hospital.":[86],"Then,":[87],"embedding":[90],"taken":[92],"as":[93],"input":[95],"final":[98],"support":[99],"vector":[100],"machine":[101],"(SVM)":[102],"make":[104],"decision.":[106],"Moreover,":[107],"performance":[109],"proposed":[112],"models":[113],"outperforms":[114],"traditional":[115],"examination":[117],"methods":[118],"by":[119],"large":[121],"margin.":[122]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}