A recent study published on the arXiv preprint* server used AMIE, a Gemini-based multi-agent system that integrates real-time audio-visual perception, low-latency dialogue, and clinical reasoning, to demonstrate what researchers described as expert-level AI performance in simulated real-time clinical video consultations.
AMIE outperformed or matched PCPs in simulated real-time video consultations.
Clinical evaluators rated AMIE Video as equal to or better than PCPs across all five case-specific clinical domains and gave it a higher overall score: 83% compared to 68%.
Patient actors preferred AMIE Video for assessing and explaining conditions, though there were no significant differences in empathy or addressing concerns.
AMIE Video achieved higher diagnostic accuracy, with its top-ranked differential diagnosis matching the prespecified reference diagnosis in 91% of scenarios compared to 77% for PCPs.
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