Unified Medical Intelligence of Russia: An AI platform for generating clinical cases and training diagnostic thinking of medical students

Abstract

The educational module of the Unified Medical Intelligence of Russia platform, an AI simulator of clinical thinking of medical students, is presented. Unlike static simulators, the system generates unique clinical cases based on 64 clinical recommendations from the Ministry of Health through RAG + YandexGPT. 4 levels of difficulty have been implemented, including comorbidity (a combination of 2-3 diseases), and a Live Reception dialog mode for collecting medical history. Automatic verification of responses with error analysis. The accuracy of the diagnosis is 94%, the response time is 3-5 seconds. Rospatent certificates have been received, and the project is supported by Sechenov University and the Russian Ministry of Emergency Situations.