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GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring

GlucoFM decomposes CGM data into dual slow and short-term streams for pretraining, improving linear-probe phenotype classification and postprandial response prediction over prior models.

Zechen Li, Keerthana Natarajan, Weizhi Zhang, Simon Lee and 10 more

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · ▲ 8 on Hugging Face

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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 3/5