Using artificial intelligence to predict prolonged mechanical ventilation and tracheostomy placement

This study demonstrates the use of artificial intelligence through machine-learning classifiers for the early identification of patients at risk for PMV and tracheostomy. Application of these identification techniques could lead to improved outcomes by allowing for early intervention.