Spark Triage: Building an AI Assistant for Emergency Care

Описание и применение

Spark Triage – прототип AI‑ассистента для экстренной помощи, объединяющий обработку жалоб с детерминированными правилами приоритизации, позволяющий врачам быстро оценивать пациентов, при этом сохраняя контроль над решениями.

Задача

Emergency departments need rapid triage; clinicians must assess multiple patients under pressure and decide urgency, but current processes lack AI support and deterministic rules integration.

Результат

Spark Triage prototype demonstrates that an AI agent combined with deterministic triage rules can generate urgency proposals for emergency care, enabling clinician review and potential deployment in resource‑constrained settings.

Рабочий процесс

• Collect patient presenting complaint
• AI agent processes complaint and extracts supporting evidence
• Deterministic SATS rules calculate proposed urgency level
• System displays proposed urgency to clinician
• Clinician reviews, confirms or overrides the result
• Audit log records workflow actions

Доказательства

Spark Triage is an AI-powered emergency triage desk assistant that helps organize patient information and generate proposed urgency levels for clinical review.

Источник

The system explores how AI can help process presenting complaints, identify supporting evidence, and organize triage workflows.

Источник

Rather than allowing a language model to make the final decision on its own, the system separates AI assistance from rule-based scoring.

Источник