{"id":"https://openalex.org/W3149280913","doi":"https://doi.org/10.1126/science.abe9195","title":"Achieving fairness in medical devices","display_name":"Achieving fairness in medical devices","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3149280913","doi":"https://doi.org/10.1126/science.abe9195","mag":"3149280913","pmid":"https://pubmed.ncbi.nlm.nih.gov/33795446"},"language":"en","primary_location":{"id":"doi:10.1126/science.abe9195","doi":"https://doi.org/10.1126/science.abe9195","is_oa":false,"landing_page_url":"https://doi.org/10.1126/science.abe9195","pdf_url":null,"source":{"id":"https://openalex.org/S3880285","display_name":"Science","issn_l":"0036-8075","issn":["0036-8075","0193-4511","1095-9203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science","raw_type":"journal-article"},"volume":null,"type":"editorial","indexed_in":["crossref","pubmed"],"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/A5039720020","display_name":"Achuta Kadambi","orcid":"https://orcid.org/0000-0002-2444-2503","observed_orcids":["https://orcid.org/0000-0002-2444-2503"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Achuta Kadambi","raw_affiliation_strings":["Department of Computer Science, UCLA, Los Angeles, CA, USA","Department of Electrical and Computer Engineering, University of California, Los Angeles (UCLA), Los Angeles, CA, USA","Department of Computer Science, UCLA, Los Angeles, CA, USA.; Department of Electrical and Computer Engineering, University of California, Los Angeles (UCLA), Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UCLA, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Los Angeles (UCLA), Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Computer Science, UCLA, Los Angeles, CA, USA.; Department of Electrical and Computer Engineering, University of California, Los Angeles (UCLA), Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039720020"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"372","issue":"6537","first_page":"30","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.913100004196167,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.913100004196167,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0340999998152256,"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"}},{"id":"https://openalex.org/T13252","display_name":"Sex and Gender in Healthcare","score":0.008899999782443047,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/algorithmic-fairness","display_name":"algorithmic fairness","score":0.8309999704360962},{"id":"https://openalex.org/keywords/medical-devices","display_name":"medical devices","score":0.9649999737739563},{"id":"https://openalex.org/keywords/artificial-intelligence-in-healthcare","display_name":"artificial intelligence in healthcare","score":0.6779999732971191},{"id":"https://openalex.org/keywords/racial-bias","display_name":"racial bias","score":0.7049999833106995},{"id":"https://openalex.org/keywords/sex-bias","display_name":"sex bias","score":0.7269999980926514},{"id":"https://openalex.org/keywords/algorithmic-discrimination","display_name":"algorithmic discrimination","score":0.7390000224113464},{"id":"https://openalex.org/keywords/algorithmic-auditing","display_name":"algorithmic auditing","score":0.4000000059604645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43370410799980164},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37232711911201477},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3351300358772278},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3261611759662628}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1126/science.abe9195","doi":"https://doi.org/10.1126/science.abe9195","is_oa":false,"landing_page_url":"https://doi.org/10.1126/science.abe9195","pdf_url":null,"source":{"id":"https://openalex.org/S3880285","display_name":"Science","issn_l":"0036-8075","issn":["0036-8075","0193-4511","1095-9203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science","raw_type":"journal-article"},{"id":"pmid:33795446","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33795446","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science (New York, N.Y.)","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.8974000215530396}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1984026713","https://openalex.org/W1992466609","https://openalex.org/W2058097001","https://openalex.org/W2125775094","https://openalex.org/W2250510202","https://openalex.org/W2490036414","https://openalex.org/W2883147591","https://openalex.org/W2981869278","https://openalex.org/W3029881688","https://openalex.org/W3030030520","https://openalex.org/W3044218047","https://openalex.org/W3111737151","https://openalex.org/W4230414599","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W7106282440","https://openalex.org/W4282917094","https://openalex.org/W3213522256","https://openalex.org/W6903716616","https://openalex.org/W3145953298","https://openalex.org/W4362520709","https://openalex.org/W4404757550","https://openalex.org/W7056365848","https://openalex.org/W4382394524","https://openalex.org/W3174019067"],"abstract_inverted_index":{"Learning":[0],"from":[1],"computer":[2],"science":[3],"can":[4],"make":[5],"medical":[6],"devices":[7],"fair":[8],"for":[9],"all":[10],"races":[11],"and":[12],"sexes":[13]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-04-13T00:00:00"}