The prehospital phase of emergency care is an underutilised window for AI-driven clinical intelligence. Smart ambulance systems that transmit real-time patient data to hospital AI triage platforms are enabling hospital teams to prepare optimal care pathways before patient arrival.
Artificial Intelligence in Emergency Department Triage
A systematic review of machine learning architectures, real-time risk stratification systems, and deployed AI platforms—including ERTRIAGE® (ertriage.com)—for emergency department triage clinical decision support. Academic-style evidence synthesis covering gradient boosting, LSTM networks, LLM-enhanced chief complaint processing, and EU regulatory considerations.