Google Research and UNSW Sydney publish and describe GlucoFM, a self-supervised foundation model for continuous glucose monitoring

Research publication Provisional 74% confidence first seen 26 August 2026, 18:42

Google Research and UNSW Sydney introduced GlucoFM, a self-supervised foundation model for continuous glucose monitoring that separates slow glycemic trends from short-term deviations while accounting for factors such as time of day and missing data. The coverage reports results from multiple cohort–task evaluations, including improvements in PR-AUC and post-meal glucose-change forecasting, and notes the prototype status without regulatory clearance.