Patent ID: 11908585
Assignee: ORANGEDOT, INC.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 7:
8. A method for improving depression state determination and monitoring for a user, the method comprising:
receiving a first communication dataset from an application executing on a mobile communication device of the user;
with a trained predictive model, determining a first set of depression risk parameters associated with the user based on the first communication dataset;
assessing the first set of depression risk parameters to determine a first depression risk state associated with the user;
in response to and based on the first depression risk state, determining and initiating provision of a first therapeutic intervention at the mobile communication device, the first therapeutic intervention operable to improve the depression state of the user;
receiving a second communication dataset from the application, wherein the second communication dataset is associated with a second time period, the second time period occurring later in time than the first time period;
with the trained predictive model, determining a second depression risk state associated with the user based on the second communication dataset;
in response to and based on the second depression risk state, determining and initiating provision of a second therapeutic intervention at the mobile communication device, the second therapeutic intervention operable to improve the depression state of the user; and
updating the trained predictive model based on the second depression risk state wherein updating the trained predictive model is operable to increase a predictive accuracy of the trained predictive model to determine a depression risk state associated with the user; and
with the updated trained predictive model, determining a third depression risk state associated with the user based on a third communication dataset.