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US 2024/0194344 A1Published application
Machine learning model for dynamic stress scoring
AssigneeWhoop, Inc.
InventorsEmily Rachel Capodilupo, Summer Rose Jasinski
Life of this patent
Estimating the term…
Abstract
A stress score from a physiological monitor provides a local, objective, quantitative measurement of stress in a numerical form that can be used as the basis for real time coaching, decision-making, and so forth.
Claims20
A computer program product comprising computer executable code embodied in a non-transitory computer readable medium that, when executing on one or more computing devices, performs the steps of:
- providing a machine learning model trained to report a stress level based on a heart rate, a heart rate variability, and a motion measured from a monitor;
- acquiring a plurality of measurements of the stress level based on data from the monitor for a user over an interval;
- processing the plurality of measurements of the stress level over the interval to provide a stress estimate for the interval;
- scaling the stress estimate with a function that transforms the stress estimate into a value within a predetermined range;
- and
- presenting the value to the user in a display as a dynamic stress value.
3 more elements
A method comprising:
- providing a machine learning model trained to report a stress level based on a heart rate, a heart rate variability, and a motion measured from a monitor;
- acquiring a plurality of measurements of the stress level based on data from the monitor for a user over an interval;
- and
- processing the plurality of measurements of the stress level over the interval to provide a stress estimate for the interval.
1 more element
A method comprising:
- providing a model configured to output a stress level based on a heart rate, a heart rate variability, and a motion measured from a monitor,
- acquiring a plurality of measurements of the stress level based on data from the monitor for a user over an interval;
- and
- processing, using the model, the plurality of measurements of the stress level over the interval to provide a stress estimate for the interval.
1 more element
Dependencies are inferred from the claim text.