{"id":"https://openalex.org/W7125604990","doi":"https://doi.org/10.1109/metroxraine66377.2025.11340370","title":"Transfer Learning on a Deep Learning Approach to Optimize Laryngeal Cancer Detection on Endoscopic Images","display_name":"Transfer Learning on a Deep Learning Approach to Optimize Laryngeal Cancer Detection on Endoscopic Images","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W7125604990","doi":"https://doi.org/10.1109/metroxraine66377.2025.11340370"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine66377.2025.11340370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine66377.2025.11340370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","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/A5100734768","display_name":"Haiyang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Haiyang Wang","raw_affiliation_strings":["Polytechnic University of Milan,Department of Electrical, Information and Bioengineering,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"Polytechnic University of Milan,Department of Electrical, Information and Bioengineering,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066168605","display_name":"Luca Mainardi","orcid":"https://orcid.org/0000-0002-6276-6314"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Mainardi","raw_affiliation_strings":["Polytechnic University of Milan,Department of Electrical, Information and Bioengineering,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"Polytechnic University of Milan,Department of Electrical, Information and Bioengineering,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100734768"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75517241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1084","last_page":"1089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10307","display_name":"Head and Neck Cancer Studies","score":0.3400000035762787,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T10307","display_name":"Head and Neck Cancer Studies","score":0.3400000035762787,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.2434999942779541,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.08020000159740448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8054999709129333},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7560999989509583},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5273000001907349},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.5004000067710876},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48890000581741333},{"id":"https://openalex.org/keywords/larynx","display_name":"Larynx","score":0.36809998750686646}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8054999709129333},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7560999989509583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7009000182151794},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5273000001907349},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.5004000067710876},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48890000581741333},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4629000127315521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39340001344680786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38280001282691956},{"id":"https://openalex.org/C2780474809","wikidata":"https://www.wikidata.org/wiki/Q9637","display_name":"Larynx","level":2,"score":0.36809998750686646},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.34040001034736633},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.32120001316070557},{"id":"https://openalex.org/C2910049883","wikidata":"https://www.wikidata.org/wiki/Q852423","display_name":"Laryngeal Neoplasm","level":3,"score":0.3190000057220459},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2587999999523163}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/metroxraine66377.2025.11340370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine66377.2025.11340370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1310890","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1310890","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5178810954093933}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2061715187","https://openalex.org/W2108598243","https://openalex.org/W2132073073","https://openalex.org/W2155893237","https://openalex.org/W2194775991","https://openalex.org/W2195200700","https://openalex.org/W2298128274","https://openalex.org/W2521537533","https://openalex.org/W2783066242","https://openalex.org/W3013109207","https://openalex.org/W3020996329","https://openalex.org/W3041133507","https://openalex.org/W3121966255","https://openalex.org/W3183844607","https://openalex.org/W4223899585","https://openalex.org/W4387422588","https://openalex.org/W4387844668","https://openalex.org/W4391219369","https://openalex.org/W4397026406","https://openalex.org/W4408881461"],"related_works":[],"abstract_inverted_index":{"Laryngeal":[0],"cancer":[1,25,82],"is":[2,26,60,86],"a":[3,37,46,75,140],"significant":[4],"oncologic":[5],"condition,":[6],"with":[7,131],"its":[8,62],"prognosis":[9],"heavily":[10],"influenced":[11],"by":[12,100],"the":[13,33,51,57,119,122,145],"implementation":[14],"of":[15,35,147],"timely":[16],"preventive":[17],"and":[18,104,129],"diagnostic":[19,43],"measures.":[20],"The":[21,84,96,111],"outlook":[22],"for":[23,54],"laryngeal":[24,55,81,148],"generally":[27],"better":[28],"when":[29],"diagnosed":[30],"early.":[31],"As":[32],"booming":[34],"AI,":[36],"deep":[38,52,76],"learning":[39,53,72,77],"approach":[40,78,120],"to":[41,49,79,124],"assistant":[42,143],"may":[44],"provide":[45],"solution.":[47],"But":[48],"apply":[50],"cancer,":[56],"rare":[58],"data":[59],"always":[61],"suffering.":[63],"To":[64],"solve":[65],"this":[66,107],"bottleneck,":[67],"we":[68],"investigated":[69],"different":[70],"transfer":[71],"schemes":[73],"on":[74,88],"optimize":[80],"detection.":[83],"experiment":[85],"set":[87],"11,144":[89],"images":[90],"extracted":[91],"from":[92],"CE-NBI":[93],"video":[94],"recordings.":[95],"results":[97],"are":[98],"analyzed":[99],"metrics":[101],"(precision,":[102],"recall,":[103],"F1)":[105],"in":[106,126,144],"public":[108],"hospital":[109],"dataset.":[110],"F1":[112],"could":[113],"reach":[114],"0.84.":[115],"It":[116,135],"indicates":[117],"that":[118],"has":[121,136],"ability":[123],"generalize":[125],"distinguishing":[127],"benign":[128],"malignant":[130],"reliable":[132],"balanced":[133],"accuracy.":[134],"good":[137],"potential":[138],"as":[139],"preliminary":[141],"diagnosis":[142],"detection":[146],"cancer.":[149]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-25T00:00:00"}