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

Claim 0:
1. A system, comprising:
a display device;
a monitoring device including a non-invasive measurement sub-system;
at least one processor; and
memory including instructions that, when executed by the at least one processor, cause the monitoring device 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 the non-invasive measurement sub-system, 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;
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; and
display, on the display device, information associated with the updated prediction for the future event.