AI watches over ICU patients to spot trouble before it happens

This study tests whether artificial intelligence can analyze video recordings of ICU patients to predict dangerous events like pulling out breathing tubes or becoming severely agitated. About 300 patients will have a small camera above their bed that records movements and sleep patterns, while privacy is protected by blurring faces. The goal is to train an AI system to give early warnings so medical staff can step in sooner and prevent harm.