Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities 事件

Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities arXiv:2604.14514v2 Announce Type: replace Abstract: Healthcare disparities persist across socioeconomic boundaries, often attributed to unequal access to screening, diagnostics, and therapeutics. However, this perspective highlights that critical biases can emerge much earlier, during data collection and research prioritization, long before clinical implementation, particularly in studies focused on molecular and