SynapseHealth: Autonomous Clinical Triage Engine

• 

  Real-Time Clinical Dashboard & Telemetry Ingestion

• 

  Autonomous ESI-2 & NEWS2 Risk Scoring

• 

  Multimodal AI Vision & Diagnostic Analysis

• 

  Pharmacovigilance Safety & Drug Contraindication Alerts

• 

  Automated Clinical Summary & PDF Prescription Handover

Inspiration

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

Inspiration

In acute emergency triage, clinical delays and missed contraindications cost critical lives. SynapseHealth provides an autonomous multi-agent clinical decision support engine that assists healthcare teams in real time under 300ms.

What it does

• Telemetry Ingestion: Ingests live patient vitals and computes deterministic ESI-2 and NEWS2 risk scores.
• Multimodal Vision Diagnostics: Processes clinical imagery and scans to extract diagnostic features with confidence analytics.
• Pharmacovigilance Agent: Evaluates patient medication history against acute risk factors to trigger safety overrides for contraindications.
• Automated Clinical Handover: Exports complete, structured PDF clinical assessment summaries with physician sign-off.

How we built it

• Backend: FastAPI, Python, Pydantic, Uvicorn
• Frontend & Visuals: Tailwind CSS, Glassmorphism UI, jsPDF
• Testing & Deployment: Pytest test suites, Docker containerization, GitHub Actions CI/CD

Challenges we ran into

Orchestrating concurrent asynchronous micro-agents for real-time telemetry processing while keeping risk-scoring latency sub-300ms.

What we learned

Building deterministic clinical guardrails and low-latency multi-agent architectures for critical healthcare workflows.

What's next for SynapseHealth: Autonomous Clinical Triage Engine

Built With

• docker
• fastapi
• javascript
• pydantic
• pytest
• python
• tailwindcss