AI-Simulated ICU Multi-Agent System
A course project prototype for ICU digital ward simulation and multi-agent clinical workflow support.
AI-Simulated ICU Multi-Agent System
This course project built a prototype ICU digital ward simulation system focused on high-frequency patient-state changes, clinical risk alerts, and multi-agent workflow support.
What It Does
- Simulates ICU patient states through event-driven vital-sign, lab, and intervention updates.
- Uses specialized agents for bedside monitoring, risk assessment, intervention tracking, patient memory, clinical summaries, and ward coordination.
- Provides a FastAPI backend, PostgreSQL-backed data flow, simulation scripts, and React/Vite frontend views for demonstrations.
My Work
- Participated in designing the multi-agent workflow and agent responsibilities.
- Worked with backend/API structure, frontend simulation views, and demo execution flow.
- Helped connect clinical events to agent outputs such as alerts, summaries, and ward-level status.
Tech Stack
Python, FastAPI, PostgreSQL, React, Vite, TypeScript, multi-agent workflow design.