LLM-Powered ICU Data Mining Tool

ICU-GPT is an AI-powered platform designed to simplify access and analysis of complex critical care databases like MIMIC and eICU-CRD. It combines Docker-based deployment, interactive data visualization tools (Metabase and Superset), and advanced large language models (LLMs) to enable clinicians to generate SQL queries using natural language—no coding required. The system supports multi-schema database structures, enhances human-AI collaboration, and ensures a user-friendly web interface for efficient data extraction. ICU-GPT aims to bridge the gap between clinical research and data science, empowering healthcare professionals to harness big data for better patient outcomes.

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