Nestoras Mathioudakis Lab

Our lab is focused on improving the safety and quality of care for high-risk patients with diabetes.


We employ machine learning methods using large electronic medical record datasets to identify clinical practice patterns associated with favorable or unfavorable patient outcomes.


Relying on the power of big data to reveal hidden patterns at the population level, we develop clinical decision support tools to personalize therapeutic interventions at the individual level.


We implement precise clinical decision support tools at the point-of-care to reduce the risk of harm to those patients with diabetes at disproportionately higher risk.