GlucoFM: Foundation model for continuous glucose monitoring

GlucoFM is a self-supervised foundation model designed for continuous glucose monitoring data, separating slow baseline trends from short-term deviations. It outperforms previous models in predicting diabetes risk, insulin resistance, and other clinical tasks across multiple cohorts and devices.