Diabetes mellitus affects approximately 537 million people worldwide, and a doubling of cases is expected within the next 25 years. The economic burden manifests in yearly expenditures of at least USD 966 billion. For most people with diabetes, self-monitoring of blood glucose (SMBG) is of utmost importance [...]

Researchers use wearable sensing data and machine learning (ML) models to predict various health and behavioral outcomes. However, sensor data from commercial wearables are prone to noise, missing, or artifacts. Even with the recent interest in deploying commercial wearables for long-term studies, there does not exist a [...]

Diabetes mellitus affects approximately 460 million people worldwide, of which type 1 diabetes is estimated to impact 1.1 million children and adolescents under the age of 20 worldwide. Hypoglycemia (too low blood glucose levels) is among the most relevant acute complications of type 1 diabetes, that may [...]

To provide effective care for COVID-19 inpatients, clinical practitioners need systems that monitor patient health and subsequently allow for risk scoring. Existing approaches for risk scoring in COVID-19 patients focus primarily on intensive care units and use specialized medical measurement devices, but not for general wards.  Our [...]