Omics datasets show low ancestry reporting and strong European bias, which biomedical foundation models risk perpetuating into downstream healthcare disparities unless addressed through provenance, openness, and evaluation transparency.
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Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities
Omics datasets show low ancestry reporting and strong European bias, which biomedical foundation models risk perpetuating into downstream healthcare disparities unless addressed through provenance, openness, and evaluation transparency.