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Mishaal Ali

Trauma care is time-critical and coordination-heavy.

Code Video Cerebral Valley

Core trick

Listens to the trauma bay through ambient capture, runs protocol timers that need physician approval, and drafts a structured handoff to the inpatient team.

Tags

healthvoice

Description

Trauma care is time-critical and coordination-heavy. TXA loses ~10% of its survival benefit for every 15 minutes of delay; every minute of delay in massive transfusion raises odds of death by 5%; and handoff communication failures contribute to roughly two-thirds of the most serious preventable hospital events. Trauma Co-pilot is a care coordination agent that listens from first EMS call to trauma bay departure while executing critical protocols, closing gaps in care, and completing handoffs to the inpatient team, with provider oversight.
mishaal-ali/trauma-copilot★ 00 forksPythonNOASSERTIONCreated Jul 18, 2026 · last push Jul 19, 2026

README excerpt

# 🩸 Trauma Copilot

A trauma care coordination agent that listens from the first EMS call until the
patient leaves the trauma bay. It executes time-critical protocols with
physician approval, closes gaps in care before they become misses, and
completes structured handoffs between the trauma team and the inpatient team.

## The problem

Trauma care is time-critical and coordination-heavy:

- TXA loses ~10% of its survival benefit for every 15 minutes of delay
  (CRASH-2 pooled analysis)
- Every minute of delay in massive transfusion delivery raises odds of death
  by ~5% (PROPPR subanalysis, *J Trauma* 2017)
- Communication failures — especially handoffs — contribute to up to 80% of
  serious medical errors (Joint Commission)

During a resuscitation, the physician's hands should be on the patient — but
the tools of coordination (orders, pages, phone calls, documentation) live in
a workstation across the room.

## How it works

```
EMS radio / trauma bay audio
        │  each utterance
        ▼
Claude — fact extraction        (facts only, never decisions)
        ▼
Patient state                   (vitals · mechanism · regions · times · activation level)
        ▼
Deterministic protocol engine   (ABC score → MTP · CRASH-2 → TXA ·
        │                        region+severity rules → CT · GCS<8 → NSGY)
        ├── criteria met → text physician → reply "Y"/"N" → orders placed,
        │                  blood bank called, consultants paged
        └── routine → orders staged f

Team