{"id":"https://openalex.org/W4402352464","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650409","title":"Weakly Supervised Learning Applied for Airway Patency Identification in Drug-Induced Sleep Endoscopy Videos","display_name":"Weakly Supervised Learning Applied for Airway Patency Identification in Drug-Induced Sleep Endoscopy Videos","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402352464","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650409"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650409","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10650409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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/A5063307794","display_name":"Sunny Chung","orcid":"https://orcid.org/0009-0005-5670-6664"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Shang-Lin Chung","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014490796","display_name":"Chun\u2010Ting Chen","orcid":"https://orcid.org/0000-0002-0930-0953"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Ting Chen","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111097702","display_name":"Chi-Tang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Tang Wang","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078871795","display_name":"Yun\u2010Hsuan Lin","orcid":"https://orcid.org/0000-0002-7352-9955"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun-Hsuan Lin","raw_affiliation_strings":["Create Trillion Biotechnology Co., Ltd,Medical Department,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"Create Trillion Biotechnology Co., Ltd,Medical Department,Taipei,Taiwan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004301995","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0002-6859-2802"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu-An Liu","raw_affiliation_strings":["Shin Kong Wu-Ho-Su Memorial Hospital,Department of Otolaryngology,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"Shin Kong Wu-Ho-Su Memorial Hospital,Department of Otolaryngology,Taipei,Taiwan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042644893","display_name":"Ying\u2010Shuo Hsu","orcid":"https://orcid.org/0000-0001-5028-2489"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ying-Shuo Hsu","raw_affiliation_strings":["Yang Ming Chiao Tung University,Institute of Biomedical Informatics National,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"Yang Ming Chiao Tung University,Institute of Biomedical Informatics National,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021101384","display_name":"I\u2010Fang Chung","orcid":"https://orcid.org/0000-0001-7892-7285"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"I-Fang Chung","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Institute of Biomedical Informatics,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5063307794"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20602277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9824000000953674,"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/T11309","display_name":"Music and Audio Processing","score":0.978600025177002,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/airway","display_name":"Airway","score":0.6192682385444641},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5567156672477722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5518626570701599},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.5508966445922852},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.5355080962181091},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.4975126087665558},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4717092216014862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3970752954483032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3262391686439514},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2200823724269867},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.2165060043334961},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.14542937278747559},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08702275156974792}],"concepts":[{"id":"https://openalex.org/C105922876","wikidata":"https://www.wikidata.org/wiki/Q1423981","display_name":"Airway","level":2,"score":0.6192682385444641},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5567156672477722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5518626570701599},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.5508966445922852},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.5355080962181091},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.4975126087665558},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4717092216014862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3970752954483032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3262391686439514},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2200823724269867},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.2165060043334961},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.14542937278747559},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08702275156974792},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"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/ijcnn60899.2024.10650409","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10650409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W118661420","https://openalex.org/W1853820447","https://openalex.org/W1997188928","https://openalex.org/W2062381911","https://openalex.org/W2068026499","https://openalex.org/W2103939721","https://openalex.org/W2117834225","https://openalex.org/W2131774270","https://openalex.org/W2142037875","https://openalex.org/W2194775991","https://openalex.org/W2298211015","https://openalex.org/W2333343699","https://openalex.org/W2335449614","https://openalex.org/W2588118841","https://openalex.org/W2622366782","https://openalex.org/W2908363209","https://openalex.org/W2959442417","https://openalex.org/W2971013993","https://openalex.org/W3000042338","https://openalex.org/W3027779789","https://openalex.org/W3102722996","https://openalex.org/W3125189510","https://openalex.org/W3180134609","https://openalex.org/W3186928479","https://openalex.org/W3201169059","https://openalex.org/W3203507696","https://openalex.org/W4245529920","https://openalex.org/W4295422607","https://openalex.org/W4295916025","https://openalex.org/W4312082714","https://openalex.org/W4366980165","https://openalex.org/W4377195039","https://openalex.org/W4385801625","https://openalex.org/W4386444455"],"related_works":["https://openalex.org/W2332296840","https://openalex.org/W1992973683","https://openalex.org/W3030676206","https://openalex.org/W2025332479","https://openalex.org/W2079567903","https://openalex.org/W2076207160","https://openalex.org/W2097687052","https://openalex.org/W4206379684","https://openalex.org/W2414841534","https://openalex.org/W2898732673"],"abstract_inverted_index":{"Obstructive":[0],"Sleep":[1],"Apnea":[2],"(OSA)":[3],"is":[4,13],"a":[5,14,68,80,95,115,120,161],"prevalent":[6],"sleep":[7,10],"disorder.":[8],"Drug-induced":[9],"endoscopy":[11],"(DISE)":[12],"common":[15],"technique":[16],"for":[17],"evaluating":[18],"upper":[19],"airway":[20,57,74,126,132,169],"obstruction":[21,52],"in":[22],"OSA":[23],"patients.":[24],"Due":[25],"to":[26,41,71,84,104],"the":[27,73,99,130,142,145,151,155,168,175],"time-consuming":[28],"process":[29],"of":[30,144,167,177],"interpreting":[31],"DISE":[32],"videos,":[33],"recent":[34],"studies":[35],"have":[36],"utilized":[37],"deep":[38],"learning":[39,102],"models":[40],"assist":[42],"interpretation.":[43],"However,":[44],"these":[45,64],"methods":[46],"can":[47],"only":[48],"roughly":[49],"distinguish":[50],"severe":[51],"and":[53,108,119,154,164],"cannot":[54],"objectively":[55],"quantify":[56],"patency.":[58],"In":[59],"this":[60],"study,":[61],"we":[62,77,93,124,159],"address":[63],"challenges":[65],"by":[66,112],"employing":[67],"segmentation":[69,96,122,146,152],"model":[70,83,97,118,153],"assess":[72],"area.":[75,133],"Here":[76],"first":[78],"create":[79],"quality":[81,116,156],"assessment":[82,117,157],"filter":[85],"out":[86],"low-quality":[87],"frames,":[88],"enhancing":[89],"dataset":[90],"reliability.":[91],"Subsequently,":[92],"build":[94],"using":[98],"weakly":[100],"supervised":[101],"strategy":[103,140],"minimize":[105],"annotation":[106],"efforts":[107],"improve":[109],"efficiency.":[110],"Finally,":[111],"deploying":[113],"both":[114,150],"well-trained":[121],"model,":[123,158],"evaluate":[125],"patency":[127],"based":[128],"on":[129],"segmented":[131],"The":[134],"results":[135],"demonstrate":[136],"that":[137],"our":[138],"proposed":[139],"enhanced":[141],"ability":[143],"model.":[147],"By":[148],"leveraging":[149],"achieve":[160],"more":[162],"objective":[163],"accurate":[165],"measurement":[166],"area,":[170],"providing":[171],"valuable":[172],"insights":[173],"into":[174],"degree":[176],"obstruction.":[178]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}