{"id":"https://openalex.org/W7161774790","doi":"https://doi.org/10.1109/isbi61048.2026.11515737","title":"Lesiontabe: Equitable AI for Skin Lesion Detection","display_name":"Lesiontabe: Equitable AI for Skin Lesion Detection","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161774790","doi":"https://doi.org/10.1109/isbi61048.2026.11515737"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","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/A5122034035","display_name":"Rocio Mexia Diaz","orcid":null},"institutions":[{"id":"https://openalex.org/I2801187875","display_name":"University College Lahore","ror":"https://ror.org/0572v5y16","country_code":"PK","type":"education","lineage":["https://openalex.org/I2801187875"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rocio Mexia Diaz","raw_affiliation_strings":["UCL Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Department of Computer Science","institution_ids":["https://openalex.org/I2801187875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122116185","display_name":"Yasmin Greenway","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133000","display_name":"Itaipu Binacional","ror":"https://ror.org/03xfq5k21","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210133000"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Yasmin Greenway","raw_affiliation_strings":["DermieAI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DermieAI","institution_ids":["https://openalex.org/I4210133000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109422556","display_name":"Petru Manescu","orcid":null},"institutions":[{"id":"https://openalex.org/I2801187875","display_name":"University College Lahore","ror":"https://ror.org/0572v5y16","country_code":"PK","type":"education","lineage":["https://openalex.org/I2801187875"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Petru Manescu","raw_affiliation_strings":["UCL Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Department of Computer Science","institution_ids":["https://openalex.org/I2801187875"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75247391,"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.7731000185012817,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.7731000185012817,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.03060000017285347,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.011300000362098217,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/debiasing","display_name":"Debiasing","score":0.9776999950408936},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5723999738693237},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5454999804496765},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.5151000022888184},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.4661000072956085},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.35019999742507935}],"concepts":[{"id":"https://openalex.org/C2779458634","wikidata":"https://www.wikidata.org/wiki/Q24963715","display_name":"Debiasing","level":2,"score":0.9776999950408936},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5723999738693237},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5454999804496765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5368000268936157},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.5151000022888184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5112000107765198},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5026999711990356},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.4661000072956085},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3409999907016754},{"id":"https://openalex.org/C3020452639","wikidata":"https://www.wikidata.org/wiki/Q454812","display_name":"Clinical judgment","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.260699987411499}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.42067989706993103,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1971953839","https://openalex.org/W2963059730","https://openalex.org/W3081500256","https://openalex.org/W4293579459","https://openalex.org/W4308764909","https://openalex.org/W4320481778","https://openalex.org/W4387435289","https://openalex.org/W4400235012","https://openalex.org/W4402352063","https://openalex.org/W4404567871"],"related_works":[],"abstract_inverted_index":{"Bias":[0],"remains":[1],"a":[2,24,49,57,80],"major":[3],"barrier":[4],"to":[5,56],"the":[6,73],"clinical":[7,84],"adoption":[8],"of":[9,75],"AI":[10,85],"in":[11,52],"dermatology,":[12],"as":[13,79],"diagnostic":[14,68],"models":[15],"underperform":[16],"on":[17],"darker":[18],"skin":[19],"tones.":[20],"We":[21],"present":[22],"LesionTABE,":[23],"fairness-centric":[25],"framework":[26],"that":[27],"couples":[28],"adversarial":[29],"debiasing":[30,62,78],"with":[31],"dermatologyspecific":[32],"foundation":[33,76],"model":[34,77],"embeddings.":[35],"Evaluated":[36],"across":[37],"multiple":[38],"datasets":[39],"covering":[40],"both":[41],"malignant":[42],"and":[43],"inflammatory":[44],"conditions,":[45],"LesionTABE":[46],"achieves":[47],"over":[48],"25%":[50],"improvement":[51],"fairness":[53],"metrics":[54],"compared":[55],"ResNet-152":[58],"baseline,":[59],"outperforming":[60],"existing":[61],"methods":[63],"while":[64],"simultaneously":[65],"enhancing":[66],"overall":[67],"accuracy.":[69],"These":[70],"results":[71],"highlight":[72],"potential":[74],"step":[81],"towards":[82],"equitable":[83],"adoption.":[86]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-21T00:00:00"}
