Spark Triage: Building an AI Assistant for Emergency Care

说明与用途

Spark Triage 是一款 AI 辅助急诊分诊工具，结合了自然语言处理和确定性分诊规则，帮助医护人员快速评估患者优先级，并保持人工监督，适用于资源有限的环境。

问题

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.

结果

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.

工作流

• 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

证据

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

来源

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

来源

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

来源