Patent ID: 11929156
Assignee: ORANGEDOT, INC.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 13:
14. A method for facilitating tailored communication with a user suffering from a psychological disorder, the method comprising:
receiving a first log of use dataset at a first client application executing on a first user device associated with the user, wherein the first log of use dataset comprises content associated with a set of goals of the user entered at the first client application;
tagging the first log of use dataset with a first set of topic tags;
receiving a care provider dataset at a second client application executing on a second user device associated with the care provider;
assigning the user to a user subgroup based on at least one of the first set of topic tags and the care provider dataset;
improving operation of a processing system configured to generate a tailored communication plan for the user based on the user subgroup and a trained communication model,
wherein improving operation comprises improving speed of retrieval of the communication model from a plurality of trained communication models based upon a user identifier of the user that corresponds to a model identifier of the communication model;

receiving a second log of use dataset at the first client application, wherein the second log of use dataset comprises content of a second communication entered at the first client application;
tagging the second log of use dataset with a second set of topic tags;
automatically initiating an update of the tailored communication plan, the update operable to improve a state of the psychological disorder of the user;
automatically transmitting an automated message to the user at the first client application, wherein the automated message is determined based on the updated tailored communication plan and improves a state of the psychological disorder of the user based upon a time at which the automated message is provided, and cognitive reframing content of the automated message; and
automatically propagating the update to a set of other users of the user subgroup, the set of other users and the user having a shared user condition associated with the psychological disorder, the propagated updated operable to improve health conditions of the set of other users; and
iteratively re-training at least a portion of the trained communication models to maximize a reward associated with a response to the update received from one or more users of the set of other users, thereby improving an effectiveness of care based upon outputs of the communication models to the set of other users.