For example, by preventing hospitalizations in cases of just two widespread chronic illnesses — heart disease and diabetes — the United States could save billions of dollars a year.

The investigators used machine-learning methods ... among patients with diabetes. Importantly, the WATCH-DM risk score is now available as an online tool for clinicians to use.