Machine Learning Risk Predictions at OR-ICU Handoffs

Use machine learning prediction models to assess post-operative risks to patients.
Incorporate the risk information into nursing handoff reports, using an iterative, user-centered design approach to design the report. Test prototype MLAHR in simulation encounters and think-aloud sessions.
Test and deploy the report to assess its effect on clinicians’ mental model of patient status.