Patent ID: 11875895
Assignee: ORANGEDOT, INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 7:
8. A method for improving a sleep-related disorder associated with a sleeping event of a user, the method comprising:
receiving a dataset at a client application executing on a user device associated with the user;
determining a set of sleep-related features based on the dataset;
assigning the user to a sleep-related subgroup of a set of sleep-related subgroups based on the set of sleep-related features;
determining a sleep care plan for the user based on the sleep-related subgroup and evaluation of a therapeutic intervention machine learning model, the sleep care plan operable to improve the sleeping-related disorder, wherein determining the sleep care plan comprises training the therapeutic intervention machine learning model with a set of training samples comprising sleeping-related features and associated therapeutic intervention types; and
automatically executing the sleep care plan, by a treatment system, wherein the sleep care plan comprises a post-sleeping event treatment and a pre-sleeping event treatment, wherein automatically initiating provision comprises providing the pre-sleeping event treatment prior to the sleeping event and the post-sleeping event treatment after the sleeping event, wherein the treatment system comprises the client application, and wherein executing the sleep care plan comprises generating an alert upon detection that the user is deviating from a sleep pattern during the sleeping event, wherein executing the sleep care plan further comprises adjusting a temperature parameter for the user, associated with the sleeping event, by controlling a temperature control system in an environment of the user.