US Patent 11998324 Biomarker monitoring fitness system

Disclosed herein are systems and processes for measuring, monitoring, processing, and visualizing biological data including blood glucose levels. In various embodiments, a biomarker monitoring fitness system may facilitate one or more of the monitoring of fitness data including blood glucose levels measured by continuous glucose monitoring (CGM) sensor for an individual user or group of users, the prediction of carbohydrate intake needs or insulin delivery needs during physical activity of a user and the active indication thereof to the user and/or a delivery system of the user, and the collection and management of de-identified and identifiable user fitness data including blood glucose data.