{"id":"https://openalex.org/W4399310819","doi":"https://doi.org/10.1109/access.2024.3408752","title":"An Interpretable Framework Utilizing Radiomics for Laryngeal Cancer Classification Through Narrow Band Imaging","display_name":"An Interpretable Framework Utilizing Radiomics for Laryngeal Cancer Classification Through Narrow Band Imaging","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399310819","doi":"https://doi.org/10.1109/access.2024.3408752"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3408752","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3408752","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/access.2024.3408752","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045744500","display_name":"Haiyang Wang","orcid":"https://orcid.org/0009-0002-6025-7468"},"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":["Department of Electrical, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","Department of Electrical, Information and Bioengineering (DEIB), Polytechnic University of Milan, Milan, Italy"],"raw_orcid":"https://orcid.org/0009-0002-6025-7468","affiliations":[{"raw_affiliation_string":"Department of Electrical, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Department of Electrical, Information and Bioengineering (DEIB), Polytechnic University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324060","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-4237-3115"},"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":"Kai Zhang","raw_affiliation_strings":["Department of Architecture, Built Environment and Construction Engineering (DABC), Politecnico di Milano, Milan, Italy","Department of Architecture, Built Environment and Construction Engineering (DABC), Polytechnic University of Milan, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, Built Environment and Construction Engineering (DABC), Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Department of Architecture, Built Environment and Construction Engineering (DABC), Polytechnic University of Milan, 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":["Department of Electrical, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","Department of Electrical, Information and Bioengineering (DEIB), Polytechnic University of Milan, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6276-6314","affiliations":[{"raw_affiliation_string":"Department of Electrical, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Department of Electrical, Information and Bioengineering (DEIB), Polytechnic University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045744500"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5661,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82722101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"129804","last_page":"129812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10307","display_name":"Head and Neck Cancer Studies","score":0.9955999851226807,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9850000143051147,"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/interpretability","display_name":"Interpretability","score":0.9240635633468628},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6516192555427551},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.5696967244148254},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.5109390616416931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5091449618339539},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.453263521194458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.435940682888031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42690831422805786},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4138738512992859},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4121493101119995},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09917739033699036}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9240635633468628},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6516192555427551},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.5696967244148254},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5109390616416931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5091449618339539},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.453263521194458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.435940682888031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42690831422805786},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4138738512992859},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4121493101119995},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09917739033699036},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3408752","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3408752","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1276696","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1276696","pdf_url":"https://re.public.polimi.it/bitstream/11311/1276696/1/Wang%20-%20An_Interpretable_Framework_Utilizing_Radiomics_for_Laryngeal_Cancer_Classification_Through_Narrow_Band_Imaging.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:2e162e0e4edb4aaaa23c2cfbbe3df56a","is_oa":true,"landing_page_url":"https://doaj.org/article/2e162e0e4edb4aaaa23c2cfbbe3df56a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"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 12, Pp 129804-129812 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3408752","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3408752","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G7353707787","display_name":null,"funder_award_id":"202208440026","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W575199043","https://openalex.org/W1514582792","https://openalex.org/W1574447377","https://openalex.org/W1967144543","https://openalex.org/W1967152090","https://openalex.org/W1967320885","https://openalex.org/W1996056683","https://openalex.org/W2060280713","https://openalex.org/W2065882669","https://openalex.org/W2097475056","https://openalex.org/W2125196950","https://openalex.org/W2129534965","https://openalex.org/W2148143831","https://openalex.org/W2211168790","https://openalex.org/W2330025994","https://openalex.org/W2422514535","https://openalex.org/W2516809705","https://openalex.org/W2524271429","https://openalex.org/W2756190641","https://openalex.org/W2767128594","https://openalex.org/W2772984056","https://openalex.org/W2900955936","https://openalex.org/W2955140209","https://openalex.org/W2998789541","https://openalex.org/W3034071908","https://openalex.org/W3048802680","https://openalex.org/W3082367128","https://openalex.org/W3133664859","https://openalex.org/W4200245078","https://openalex.org/W4205706944","https://openalex.org/W4220970489","https://openalex.org/W4239510810","https://openalex.org/W4288287263","https://openalex.org/W4288313203","https://openalex.org/W4319754535","https://openalex.org/W4386224653","https://openalex.org/W4387844668","https://openalex.org/W4391422801","https://openalex.org/W4391577343","https://openalex.org/W4391774068","https://openalex.org/W4392900483","https://openalex.org/W4400762160","https://openalex.org/W6746228475","https://openalex.org/W6765558359"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"Effectively":[0],"preventing":[1],"and":[2,25,40,44,76,102,129,141,181,192,213,218],"diagnosing":[3],"laryngeal":[4,62,175],"cancer":[5],"is":[6,20,30],"imperative":[7],"for":[8,34,55,61,159,174,188,216],"improving":[9],"prognosis,":[10],"particularly":[11],"in":[12,17,58,122,134,137],"high-risk":[13,208],"populations.":[14],"Early":[15],"diagnosis":[16,206],"these":[18],"individuals":[19],"crucial,":[21],"offering":[22,79],"timely":[23],"interventions":[24],"higher":[26],"survival":[27],"rates.":[28],"There":[29],"a":[31,169,211],"growing":[32],"demand":[33],"computer-assisted":[35],"early":[36,72,205],"prognosis":[37,73],"with":[38,74],"transparent":[39,212],"accountable":[41,214],"interpretations.":[42],"Methods":[43],"procedures:":[45],"We":[46],"present":[47],"an":[48,185],"interpretable":[49,163],"classification":[50],"framework":[51,65,165,200],"based":[52],"on":[53,149],"radiomics":[54],"narrow-band":[56],"imaging":[57],"contact":[59],"endoscopy":[60],"cancer.":[63,176],"The":[64,113,144],"aims":[66],"to":[67,109,179],"address":[68],"the":[69,93,111,125,150,194,202],"challenge":[70,203],"of":[71,204],"transparency":[75,180],"accountability":[77,182],"by":[78],"evidence-supported":[80],"interpretation.":[81],"Results:":[82],"Performance":[83],"metrics,":[84],"including":[85],"accuracy,":[86],"precision,":[87],"recall,":[88],"F1":[89],"score,":[90],"area":[91],"under":[92],"curve":[94],"(AUC),":[95],"negative":[96],"predict":[97],"value":[98],"(NPV),":[99],"balanced":[100,130],"accuracy(BA)":[101],"diagnostic":[103,172],"odds":[104],"ratio":[105],"(DOR)":[106],"were":[107],"employed":[108],"analyze":[110],"results.":[112],"radiomics-based":[114],"model":[115],"demonstrated":[116],"high":[117],"recall":[118],"rate":[119],"(>":[120,132],"94%":[121],"3":[123,135],"out":[124],"5":[126],"classifiers":[127],"employed)":[128],"accuracy":[131],"89%":[133],"classifiers)":[136],"distinguishing":[138],"between":[139],"benign":[140],"malignant":[142],"cases.":[143],"interpretability":[145],"analysis":[146],"shed":[147],"light":[148],"framework\u2019s":[151,195],"behavior":[152],"evidencing":[153],"three":[154],"features":[155],"as":[156,168],"main":[157],"contributors":[158],"classification.":[160],"Conclusion:":[161],"Our":[162,199],"classifying":[164],"shows":[166],"promise":[167],"preliminary":[170],"clinical":[171],"assistant":[173],"Its":[177],"commitment":[178],"renders":[183],"it":[184],"invaluable":[186],"resource":[187],"conveying":[189],"insightful":[190],"information":[191],"assessing":[193],"effectiveness.":[196],"Clinical":[197],"impact:":[198],"addresses":[201],"among":[207],"populations,":[209],"providing":[210],"tool":[215],"clinicians":[217],"researchers.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
