Evaluating and addressing demographic disparities in medical large language models: a systematic rev...
Evaluating and addressing demographic disparities in medical large language models: a systematic review
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Publisher
England: BioMed Central Ltd
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Language
English
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Publisher
England: BioMed Central Ltd
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Contents
Large language models are increasingly evaluated for use in healthcare. However, concerns about their impact on disparities persist. This study reviews current research on demographic biases in large language models to identify prevalent bias types, assess measurement methods, and evaluate mitigation strategies.
We conducted a systematic review,...
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Full title
Evaluating and addressing demographic disparities in medical large language models: a systematic review
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TN_cdi_doaj_primary_oai_doaj_org_article_17ee901d1b7341ea972cba71d065aa9f
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_17ee901d1b7341ea972cba71d065aa9f
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ISSN
1475-9276
E-ISSN
1475-9276
DOI
10.1186/s12939-025-02419-0
