Automated audit of 4514 omics papers and major datasets shows severe underreporting of demographics and European-ancestry dominance, risking bias amplification in biomedical foundation models.
Mammal–molecular Aligned Multi-modal Archi- tecture And Language
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Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities
Automated audit of 4514 omics papers and major datasets shows severe underreporting of demographics and European-ancestry dominance, risking bias amplification in biomedical foundation models.