Patent ID: 11958488
Assignee: BLUEOWL, LLC
Field: Medical technology (Instruments)
Classification: CPC B  A  G | IPC B  G

Claim 9:
10. A system for acquiring data indicative of light exposure patterns, and utilizing the data to predict driving risk exposure, comprising:
a server configured to:
receive one or more sets of first data indicative of one or more light exposure patterns collected by one or more light exposure monitoring devices;
receive one or more sets of second data indicative of one or more driving patterns collected by one or more driving monitor devices disposed within a vehicle;
utilize the one or more sets of first data and the one or more sets of second data as training data for a machine learning (ML) model to train the ML model to discover one or more relationships between the one or more light exposure patterns and the one or more driving patterns, wherein the one or more relationships include a relationship representing a correlation between a given light exposure pattern and a high-risk driving pattern;
receive a particular set of data acquired via a smart ring associated with a user;
analyze, via the ML model, the particular set of data collected by a particular smart ring by:
determining that the particular set of data represents a particular light exposure pattern corresponding to the given light exposure pattern correlated with the high-risk driving pattern; and
predicting, via the ML model, a level of risk exposure for the user during driving; and
generate a notification to alert the user of the level of risk exposure.