Patent ID: 11889994
Assignee: FITBIT, LLC
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A

Claim 15:
16. A non-transitory computer-readable storage medium including instructions that, when executed by at least one processor, cause the at least one processor to:
obtain historical user information for one or more events related to a menstrual cycle of a user;
generate a prediction for a future event related to the menstrual cycle, the prediction based at least in part on the historical user information as input into a predictive model;
obtain, using a non-invasive measurement sub-system of a monitoring device, heart rate-derived data for the user over a period of time;
correlate, through the predictive model, patterns in the heart rate-derived data with events in the menstrual cycle;
provide the heart rate-derived data as additional input to the predictive model; and
generate, using the predictive model and the additional input, an updated prediction for the future event related to the menstrual cycle the predictive model using machine learning to analyze the heart-rate derived data, and the historical user information being used to refine or retrain the predictive model.