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GlucoPRISM: Protocol-Supervised Pretraining for Cross-Cohort Glucose Transfer

Dukre, Adinath Madhavrao et al.
arXiv (All) · Papers
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machine-learning
Continuous glucose monitoring (CGM) foundation models encode each day as one vector that mixes who the person is, what happened that day and how the sensor measured it, so measurement differences travel with the representation into new cohorts. We ask whether pretraining can place the measurement co
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