GeneralAI / InformaticsResearch
AI-generated physician images show sex and race bias vs real-world demographics
Radiology AI literature (PubMed)2w ago
Cross-sectional study: DALL-E 3 generated 78% female critical care physicians vs real-world 27% (P<0.001); Midjourney 9% female. Non-White 90% vs 46% real. AI images biased, may skew education & perception.
- Design: 300 AI-generated images (DALL-E 3, Midjourney 6.0, Stable Diffusion 3.0) compared with AAMC physician workforce data for adult and pediatric critical care.
- Other platforms: Stable Diffusion showed 60% female for pediatric CCM vs 49.6% real (P<0.001); Midjourney underrepresented across categories.
- Limitation: Single study limited to critical care; findings may not generalize to other medical imaging contexts or specialties.
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