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SYSTEM AND METHOD FOR DETERMINING SUBJECT CONDITIONS IN MOBILE HEALTH CLINICAL TRIALS

  • US 20160140442A1
  • Filed: 02/24/2015
  • Published: 05/19/2016
  • Est. Priority Date: 11/14/2014
  • Status: Active Grant
First Claim
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1. A computer-implemented method comprising:

  • integrating data that are captured from multiple sources, wherein said data are associated with multiple variables that are evaluated to predict a state of a subject in a clinical trial;

    storing the integrated data in a first database;

    calculating time intervals in which to collect an optimal amount of said data to predict said subject state;

    partitioning said integrated data by classifying a combination of ranges of values for the variables that optimally predicts the subject state;

    generating a predictive model based on a classification algorithm to classify said state;

    selecting an optimal data source to determine said subject state;

    predicting a subject state by using said generated predictive model; and

    storing the generated predictive model in a second database.

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