This research aims to evaluate the predictive accuracy of an AI model against physician assessment for intubation in critically ill patients.
Compared predictive performance of Vent.io AI model with physician assessments
Focused on critically ill patients requiring intubation
Proposed real-time testing in randomized clinical trials
AI model shows promising predictive capability
Need for real-time clinical tests to confirm effectiveness and impact on outcomes
Abstract
Although predictive performance compared with human experts is promising, Vent.io needs real-time testing in a randomized clinical trial to determine if its deployment can improve clinical outcomes.