aiDose: A foundation model for clinical decision support in hospitalized patients with diabetes

Hospitalized patients with diabetes require daily management by a team of clinicians that must make daily insulin dosing decisions. While each decision is usually made according to standard algorithms, hundreds of such decisions must be made daily by a few providers leading to errors and burnout; this project will address this clinical burden by developing aiDose, a foundation model for inpatient diabetes management that can incorporate medical records and previous clinician notes to provide decision support for inpatient diabetes services.