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

Claim 0:
1. 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 therapeutic intervention machine learning model for the user based on the sleep-related subgroup;
determining a sleep care plan for the user based on the sleep-related subgroup and evaluation of the therapeutic intervention machine learning model, the sleep care plan operable to improve the sleep-related disorder;
automatically initiating provision of the sleep care plan at the client application by a treatment system, wherein the sleep care plan comprises a post-sleeping event treatment and a pre-sleeping event treatment for the sleep-related disorder, wherein the sleep care plan further comprises a modification in a display brightness of the user device, 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 executing the sleep care plan comprises generating an alert upon detection that the user is deviating from a sleep pattern during the sleeping event; and
updating the therapeutic intervention model based on provision of the sleep care plan, the updated therapeutic intervention model applicable to the sleep-related subgroup, wherein the updated therapeutic intervention model is operable to improve a sleep-related disorder of users in the sleep-related subgroup.