Amy Nelson
Researcher and lead author of the Lancet Respiratory Medicine study on pre-hospital emergency anaesthesia; expert in applying machine-learning methods to trauma datasets.
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Feb 12, 2026 • 58min
Airway Management in Trauma; Roadside to Resus
Amy Nelson, researcher and lead author of the Lancet Respiratory Medicine study on pre-hospital emergency anaesthesia and machine-learning expert. She discusses using ML to predict who needs early airway intervention. They cover how the Intubate8 model was built, causal modelling to estimate intubation effects, and implications for 24/7 pre-hospital critical care and training.
