当你去看医生时，一次问诊远不止言语交流——医生会注意到咳嗽、观察步态，或察觉到明显的不适迹象。如今，Google Research 和 Google DeepMind 正在推进 AMIE——我们的研究型医疗 AI 系统——迈向实时临床视频问诊，并首次展示了 AI 在这一场景中达到专家级能力的演示。
AMIE 基于 Gemini 和 Project Astra 构建，采用多智能体架构，如今能够解读视觉和听觉线索、指导虚拟体格检查，并实时进行诊断推理。
在一项随机研究中，使用由患者演员和一组初级保健医生参与的模拟问诊，临床评估人员对 AMIE 在核心临床能力方面给予了积极评价，包括病史采集的全面性、诊断准确性、管理适当性和沟通质量。患者演员也更偏好视频体验而非文字聊天。
AMIE 仍是一个研究系统，在负责任地投入真实世界临床部署之前还需要更多研究，但它让我们得以一窥健康 AI 令人振奋的未来。更多内容请阅读 Google Research 博客。
When you visit a doctor, a consultation extends far beyond words — a physician notices a cough, observes gait, or registers visible signs of discomfort. Today, Google Research and Google DeepMind are advancing AMIE, our research medical AI system, toward real-time clinical video consultations, with a first-of-its-kind demonstration of expert-level AI capabilities in this setting. Built on Gemini and Project Astra using a multi-agent architecture, AMIE now interprets visual and auditory cues, guides virtual physical exams, and reasons diagnostically in real time.
In a randomized study using simulated consultations with patient actors and a group of primary care physicians, clinical evaluators assessed AMIE favorably across core clinical competencies, including history-taking thoroughness, diagnostic accuracy, management appropriateness and communication quality. Patient actors also preferred the video experience over text chat.
AMIE remains a research system and more research is needed before responsible real-world clinical deployment, but it offers an exciting glimpse into the future of health AI. Read more on the Google Research blog.