CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining

Hada Melino Muhammad, Zechen Li, Flora Salim +1

Continuous Glucose Monitoring (CGM) can detect early metabolic subphenotypes (insulin resistance, IR; ${\hat{I}}^2$-cell dysfunction), but population-scale deployment faces two coupled prob…