Article

Pre-activity glycemic prediction prioritizes post-meal movement

2026-06-24

Abstract excerpt

Post-meal activity can attenuate glucose excursions; however, the exact magnitude of this effect remains unquantified, and guidance is rarely personalized to the meal occasion. We linked Human Phenotype Project diet logs, continuous glucose monitoring and wearable step counts to test whether glycemic risk estimated before activity occurs can prioritize post-meal movement. An activity-blind PPGR model trained on 39...

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Literature Corpus work: 6b3b7445-ef22-5bb2-9d25-7dac6c6d9aba
DOI: 10.64898/2026.06.22.26356272

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