{"id":"https://openalex.org/W2951780367","doi":"https://doi.org/10.1109/access.2019.2923002","title":"Prediction of the Location of the Glottis in Laryngeal Images by Using a Novel Deep-Learning Algorithm","display_name":"Prediction of the Location of the Glottis in Laryngeal Images by Using a Novel Deep-Learning Algorithm","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2951780367","doi":"https://doi.org/10.1109/access.2019.2923002","mag":"2951780367"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2923002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2923002","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08736872.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08736872.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101513789","display_name":"Jong Soo Kim","orcid":"https://orcid.org/0000-0002-3619-0948"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jong Soo Kim","raw_affiliation_strings":["Institute for Software Convergence, Hanyang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Institute for Software Convergence, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021996400","display_name":"Yongil Cho","orcid":"https://orcid.org/0000-0001-5027-6345"},"institutions":[{"id":"https://openalex.org/I4210142845","display_name":"Hanyang University Seoul Hospital","ror":"https://ror.org/04n76mm80","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210142845","https://openalex.org/I4210152466","https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongil Cho","raw_affiliation_strings":["Hanyang University Hospital, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Hanyang University Hospital, Seoul, South Korea","institution_ids":["https://openalex.org/I4210142845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103148329","display_name":"Tae Ho Lim","orcid":"https://orcid.org/0000-0003-1045-413X"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae Ho Lim","raw_affiliation_strings":["Department of Emergency Medicine, Hanyang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101513789"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.3049,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.80349063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"79545","last_page":"79554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9973999857902527,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9973999857902527,"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/T10830","display_name":"Airway Management and Intubation Techniques","score":0.9952999949455261,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9948999881744385,"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/glottis","display_name":"Glottis","score":0.8096433877944946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6934411525726318},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.5545585751533508},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.533950924873352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5256786942481995},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4702671468257904},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4658428430557251},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4626655578613281},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4613172709941864},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.418066143989563},{"id":"https://openalex.org/keywords/larynx","display_name":"Larynx","score":0.1641305387020111}],"concepts":[{"id":"https://openalex.org/C2781447300","wikidata":"https://www.wikidata.org/wiki/Q374418","display_name":"Glottis","level":3,"score":0.8096433877944946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6934411525726318},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5545585751533508},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.533950924873352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5256786942481995},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4702671468257904},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4658428430557251},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4626655578613281},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4613172709941864},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.418066143989563},{"id":"https://openalex.org/C2780474809","wikidata":"https://www.wikidata.org/wiki/Q9637","display_name":"Larynx","level":2,"score":0.1641305387020111},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2923002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2923002","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08736872.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:90027b3aef794c289b1944acf49b141b","is_oa":true,"landing_page_url":"https://doaj.org/article/90027b3aef794c289b1944acf49b141b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 79545-79554 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2923002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2923002","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08736872.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2347016242","display_name":null,"funder_award_id":"201800000000277","funder_id":"https://openalex.org/F4320321142","funder_display_name":"Hanyang University"},{"id":"https://openalex.org/G7700729188","display_name":null,"funder_award_id":"201800000003039","funder_id":"https://openalex.org/F4320321142","funder_display_name":"Hanyang University"}],"funders":[{"id":"https://openalex.org/F4320321142","display_name":"Hanyang University","ror":"https://ror.org/046865y68"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2951780367.pdf","grobid_xml":"https://content.openalex.org/works/W2951780367.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1573503290","https://openalex.org/W1995341919","https://openalex.org/W2004412089","https://openalex.org/W2011222632","https://openalex.org/W2040870580","https://openalex.org/W2103452139","https://openalex.org/W2133068515","https://openalex.org/W2310659900","https://openalex.org/W2426732526","https://openalex.org/W2557738935","https://openalex.org/W2608231518","https://openalex.org/W2626691362","https://openalex.org/W2770352739","https://openalex.org/W2772246530","https://openalex.org/W2772723798","https://openalex.org/W2802572938","https://openalex.org/W2806030555","https://openalex.org/W6629815555","https://openalex.org/W6634288218","https://openalex.org/W6752269560"],"related_works":["https://openalex.org/W1999699871","https://openalex.org/W4225124612","https://openalex.org/W2043806667","https://openalex.org/W2786391746","https://openalex.org/W2021633306","https://openalex.org/W2006801911","https://openalex.org/W2033669961","https://openalex.org/W2991483587","https://openalex.org/W2971899271","https://openalex.org/W1990237101"],"abstract_inverted_index":{"A":[0],"novel":[1],"deep-learning":[2],"algorithm":[3,75],"for":[4,137,176],"artificial":[5],"neural":[6],"networks":[7],"(ANNs)":[8],"was":[9,76,151,170,183,200],"developed":[10],"and":[11,22,34,40,106,214,221,228],"presented":[12],"in":[13,85,99,248],"this":[14],"paper,":[15],"which":[16],"is":[17],"intuitively":[18],"understandable,":[19],"simple,":[20],"efficient,":[21],"completely":[23],"different":[24],"from":[25],"the":[26,49,59,62,71,80,83,110,123,133,144,149,153,166,173,177,180,184,187,192,203,211,218,222,232,245,261,265],"back-propagation":[27,72],"method,":[28],"i.e.,":[29,191],"randomly":[30,111],"selecting":[31],"weight":[32,67],"factors":[33,68],"bias":[35],"values":[36,43],"of":[37,61,82,179,244,264],"an":[38,128,237],"ANN":[39,118,129,168,252],"adjusting":[41],"their":[42],"by":[44,142,259],"small":[45],"random":[46],"amounts":[47],"during":[48],"training":[50,63,114,135,139,155,189],"session":[51],"where":[52],"it":[53,182],"does":[54,70],"not":[55],"need":[56],"to":[57,65,78,158,202,209,236],"calculate":[58],"gradients":[60],"error":[64,136,156],"adjust":[66],"as":[69,172],"method.":[73],"The":[74,94,196],"applied":[77,201],"predict":[79],"location":[81,178,247,263],"glottis":[84],"airway":[86,92,101,249],"images":[87,102],"obtained":[88,216],"using":[89,104,122],"a":[90],"video":[91],"device.":[93],"glottic":[95,246],"locations":[96],"were":[97,120,226],"marked":[98],"1,200":[100],"captured":[103],"GlideScope\u00ae":[105],"fiberoptic":[107],"laryngoscopy.":[108],"With":[109],"selected":[112,171,197],"1,000":[113],"set":[115,140,207],"data,":[116],"84":[117],"models":[119],"trained":[121],"above":[124],"algorithm.":[125],"We":[126],"sought":[127],"model":[130,169,175,185,199,253],"that":[131,217],"minimized":[132],"average":[134,154],"all":[138],"data":[141,208],"reducing":[143],"input":[145,233],"image":[146,234],"resolution.":[147],"As":[148],"resolution":[150,235],"reduced,":[152],"decreased":[157],"its":[159],"lowest":[160,188],"level":[161,239],"at":[162],"30\u00d730":[163],"pixels.":[164],"Eventually,":[165],"900-98-49":[167],"prediction":[174,198,220,224,243],"glottis;":[181],"with":[186],"error,":[190],"highest":[193],"learning":[194],"rate.":[195],"remaining":[204],"200":[205],"test":[206,212],"obtain":[210],"accuracy,":[213],"we":[215],"accurate":[219],"adjacent":[223],"rates":[225],"74.5%":[227],"21.5%,":[229],"respectively.":[230],"Reducing":[231],"appropriate":[238],"could":[240],"yield":[241],"better":[242],"images.":[250],"This":[251],"can":[254],"help":[255],"clinicians":[256],"perform":[257],"intubation":[258],"presenting":[260],"predicted":[262],"glottis.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
