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Method for modeling behavior and psychotic disorders

  • US 10,068,060 B2
  • Filed: 08/28/2015
  • Issued: 09/04/2018
  • Est. Priority Date: 08/16/2012
  • Status: Active Grant
First Claim
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1. A method for improving psychotic disorder-related state determination for a patient, 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 patient during a time period;

    at the computing system, receiving a motion supplementary dataset corresponding to a motion sensor of the mobile computing device, the motion supplementary dataset characterizing mobility-behavior of the patient during the time period;

    collecting GPS data corresponding to a GPS sensor of the mobile device, the GPS data associated with location behavior of the patient in association with the time period;

    selecting a patient subgroup for the patient 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 psychotic disorder-related state determination;

    at the computing system, generating a predictive model based upon the selected patient subgroup and a passive dataset derived from the log of use dataset and the motion supplementary dataset;

    transforming at least one of the passive dataset and an output of the predictive model into an analysis of a psychotic episode-risk state of the patient associated with at least a portion of the time period; and

    upon detection that parameters of the psychotic episode-risk state satisfy at least one threshold condition, automatically initiating provision of a therapeutic intervention for improving a health outcome of the patient, by way of at least one of the computing system and the mobile communication device.

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