Patent Document ID: 10102341
Application ID: 14934893
Patent Flag: 1

Claim One:
1. A method for improving pain-related state determination for managing pain of an individual, the method comprising: transmitting, from a communication module executing on a mobile device to a computing system, a log of use dataset associated with communication behavior of the individual during a time period, wherein the log of use dataset includes at least one of a phone calling component and a text messaging component; at the computing system, receiving a motion supplementary dataset corresponding to a motion sensor of the mobile device, the motion supplementary dataset characterizing mobility of the individual in association with the time period; collecting GPS data corresponding to a GPS sensor of the mobile device, the GPS data associated with location behavior of the individual in association with the time period; within an application executing at the mobile device, generating a survey dataset upon retrieving responses provided by the individual to at least one of a set of surveys, associated with a set of time points of the time period; selecting a patient subgroup for the individual from a first subgroup and a second subgroup based on the GPS data and the motion supplementary dataset, wherein the first subgroup is selected in response to the GPS data and the motion supplementary dataset indicating a first mobility behavior associated with the first subgroup, wherein the second subgroup is selected in response to the GPS data and the motion supplementary dataset indicating a second mobility behavior associated with the second subgroup, and wherein selection of the patient subgroup is operable to improve data storage, data retrieval, and the pain-related state determination; at the computing system, generating a predictive model based on the selected patient subgroup, a passive dataset derived from the log of use dataset and the motion supplementary dataset, and the survey dataset; determining a pain-related state of the individual, associated with at least a portion of the time period, from at least one of the passive dataset, the survey dataset, and an output of the predictive model; at the computing system, upon detection that the pain-related state of the individual satisfies a threshold condition, enabling a communicable link with at least one of the mobile device of the individual and a care provider computing device; and by way of the communicable link, automatically initiating provision of a therapeutic intervention for improving a health outcome of the individual, by way of at least one of the computing system and the mobile device.