Sources of bias in artificial intelligence that perpetuate healthcare disparities-A global review.
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PLOS Digit Health. 2022 Mar 31;1(3):e0000022. doi: 10.1371/journal.pdig.0000022. eCollection 2022 Mar.
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PMID: 36812532
Free PMC article.
We assessed differences in dataset country source, clinical specialty, and author nationality, sex, and expertise. A manually tagged subsample of PubMed articles was used to train a model, leveraging transfer-learning techniques (building upon an existing BioBERT model) to …
We assessed differences in dataset country source, clinical specialty, and author nationality, sex, and expertise. A manually tagged …