SepsisGuard

Description

SepsisGuard is an AI-powered early warning system that monitors ICU vitals and lab values to predict sepsis risk hours before standard clinical assessment. It combines temporal modeling with explainable, verified natural-language reasoning to help clinical teams understand the factors behind each risk score.

Planned Technologies

• Python, JavaScript, and SQL
• React and FastAPI
• PyTorch Forecasting, Temporal Fusion Transformer, SHAP, and XGBoost
• Hugging Face models and PostgreSQL

Docker Setup

Make sure Docker Desktop is installed and running.

docker compose up -d
docker compose down
docker compose ps

This is a generic starter configuration. The team can add project-specific dependencies and startup commands later.