Home AI Google is currently working on the development of AMIE medical diagnosis AI

Google is currently working on the development of AMIE medical diagnosis AI

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Google researchers have introduced AMIE, an AI system that can diagnose patients by engaging in conversations. This system has been trained using real doctor-patient dialogues and simulations to enhance its capabilities.

Source: Google Research – AMIE uses a novel self-play based simulated dialogue learning environment to improve the quality of diagnostic dialogue across a multitude of disease conditions, specialities and patient contexts.

AMIE is created to inquire intelligent queries, analyze diagnoses, and express empathy when communicating with patients. Through a simulated patient environment, the system was trained and received automatic feedback to enhance its performance gradually. AMIE performed better than primary care physicians in patient simulations, ranking higher in both diagnostic accuracy and quality of advice.

Source: Google Research -Overview of the randomized study design to perform a virtual remote OSCE with simulated patients via online multi-turn synchronous text chat.

AMIE’s diagnostic capabilities represent a major step forward in integrating AI into healthcare, unlike previous LLMs that mainly focused on medical summaries and basic questions. This advancement in AI technology has the potential to greatly improve access to high-quality patient care in the medical field.

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