Patent Document ID: 20150370993
Application ID: 14839053
Patent Flag: 0

Claim One:
1. A method for modeling behavior and depression state of an individual, the method comprising: transmitting, from a communication module executing on a mobile communication device to a computing system, a log of use dataset associated with communication behavior of the individual during a time period; at the computing system, receiving a supplementary dataset from sensors of the mobile computing device, the supplementary dataset characterizing activity of the individual during the time period; at the computing system, receiving a survey dataset including responses, to at least one of a set of depression-assessment surveys, associated with a set of time points of the time period; at the computing system, generating a predictive model from a) the survey dataset and b) a passive dataset derived from the log of use dataset and the supplementary dataset; transforming at least one of the passive dataset, the survey dataset, and the an output of the predictive model into an analysis of a depression-risk state of the individual associated with at least a portion of the time period; and upon detection that parameters of the depression-risk state satisfy a threshold condition, automatically initiating provision of a therapeutic intervention for the individual by way of at least one of the computing system and the mobile communication device.