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System and method for performing probabilistic classification and decision support using multidimensional medical image databases

  • US 20040193036A1
  • Filed: 11/06/2003
  • Published: 09/30/2004
  • Est. Priority Date: 03/12/2003
  • Status: Active Grant
First Claim
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1. A method for assigning probability classification values to a set of identified classes based on a set of measurements taken during a medical procedure of a patient in order to provide decision support for rendering a medical diagnosis, the method comprising:

  • receiving data from a sensor representing one or more medical measurements;

    analyzing the received data by applying decision rules and training models derived from knowledgebase data and prior physician input;

    calculating probability values for the identified classes based on the analysis;

    determining sensitivity values for the one or more medical measurements based on the analysis; and

    outputting the probability values for each identified class and the sensitivity measurements for the one or more measurements.

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