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cs.LG2026
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
Zechen Li, Keerthana Natarajan, Weizhi Zhang +11
Continuous glucose monitoring (CGM) provides a dense view of daily metabolic physiology, yet existing generic time-series and CGM-specific foundation models often encode glucose tr…
cs.LG2025
Towards Characterizing Knowledge Distillation of PPG Heart Rate Estimation Models
Kanav Arora, Girish Narayanswamy, Shwetak Patel +1
Heart rate estimation from photoplethysmography (PPG) signals generated by wearable devices such as smartwatches and fitness trackers has significant implications for the health an…