{"id":"https://openalex.org/W4213282286","doi":"https://doi.org/10.5220/0010867400003116","title":"Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification","display_name":"Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4213282286","doi":"https://doi.org/10.5220/0010867400003116"},"language":"en","primary_location":{"id":"doi:10.5220/0010867400003116","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010867400003116","pdf_url":null,"source":{"id":"https://openalex.org/S4363608837","display_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","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":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0010867400003116","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065375346","display_name":"Gabriel Bianchin de Oliveira","orcid":"https://orcid.org/0000-0002-1238-4860"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gabriel Oliveira","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046769492","display_name":"Lucas David","orcid":"https://orcid.org/0000-0002-8793-7300"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas David","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027978607","display_name":"Rafael Padilha","orcid":"https://orcid.org/0000-0003-1944-5475"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Padilha","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735105","display_name":"Ana Paula da Silva","orcid":"https://orcid.org/0000-0002-2007-8484"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Paula da Silva","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090922738","display_name":"Francine D. Paula","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francine de Paula","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002080344","display_name":"Lucas Infante","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Infante","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040929141","display_name":"L\u00facio Andr\u00e9 de Castro Jorge","orcid":"https://orcid.org/0000-0001-8341-3203"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucio Jorge","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084727371","display_name":"Patricia Xavier","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Patricia Xavier","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042140271","display_name":"Zanoni Dias","orcid":"https://orcid.org/0000-0003-3333-6822"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Zanoni Dias","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5065375346"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01661428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"574","last_page":"580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9139000177383423,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9139000177383423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6276088953018188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5903016328811646},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.580436110496521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49018627405166626},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42999541759490967},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4234873652458191},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3528365194797516},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.3497578501701355},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.3035587966442108},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19411316514015198}],"concepts":[{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6276088953018188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5903016328811646},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.580436110496521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49018627405166626},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42999541759490967},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4234873652458191},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3528365194797516},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.3497578501701355},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3035587966442108},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19411316514015198}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0010867400003116","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010867400003116","pdf_url":null,"source":{"id":"https://openalex.org/S4363608837","display_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","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":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0010867400003116","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010867400003116","pdf_url":null,"source":{"id":"https://openalex.org/S4363608837","display_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","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":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4387265590","https://openalex.org/W1995904975","https://openalex.org/W3032712071","https://openalex.org/W4389019322","https://openalex.org/W3040090327","https://openalex.org/W2756647615","https://openalex.org/W83614871","https://openalex.org/W2979526170","https://openalex.org/W3165750835","https://openalex.org/W2318975187"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}