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

Claim 0:
1. A method for promoting user treatment through tailored communication with a user, the method comprising:
receiving a log of use dataset at a first client application executing on a first mobile device associated with the user;
in response to receiving the log of use dataset, prompting a care provider associated with the user to provide a care provider dataset based on the log of use dataset;
receiving the care provider dataset at a second client application executing on a second user device associated with the care provider;
improving operation of a processing system configured to generate a tailored communication plan for the user based on the log of use dataset, the care provider dataset, 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;
tagging the second log of use dataset with a set of one or more topic tags;
automatically transmitting an automated message to the user at the first client application, wherein the automated message is determined based on the set of one or more topic tags and the tailored communication plan;
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 the user;
automatically initiating an update of the tailored communication plan using the re-trained set of communication models, the update operable to improve a health condition of the user; and
automatically propagating the update to a set of other users, the set of other users and the user having a shared user condition, the propagated update operable to improve health conditions 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.