EHRFlow is a large language model-driven platform designed to simplify electronic health record (EHR) data analysis for physicians through natural language interactions, eliminating the need for complex coding.
- Natural Language Interactions: Simplifies EHR data analysis for physicians.
- Integrated Agents:
- PlanAgent: Decomposes and executes tasks from coarse-grained planning to fine-grained execution.
- ToolAgent: Leverages a healthcare tool bank for task execution.
- CodeAgent: Generates and executes code.
- ReviewAgent: Ensures the safety and quality of code through iterative feedback and refinement.
- Privacy Preservation: Executes code operations locally to preserve sensitive data's privacy.
- User-Friendly: Customizable to meet physicians' needs.