In this Viewpoint, Eric Topol and Lionel Tarrasenko, a biomedical engineer known for developing early-warning systems in critical care settings, contrast the precision monitoring of jet engines with existing monitoring systems in patients, and discuss how sensors, artificial intelligence, and other contemporary digital technologies used to monitor the maintenance needs of engines can be used to personalize treatment and improve outcomes for patients without generating false alarms.