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Automatic Identification of Image Features

  • US 20110188715A1
  • Filed: 02/01/2010
  • Published: 08/04/2011
  • Est. Priority Date: 02/01/2010
  • Status: Abandoned Application
First Claim
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1. A device for automatically identifying organs in a medical image, comprising:

  • a communication interface arranged to receive the medical image;

    at least one processor; and

    a memory arranged to store a decision forest comprising a plurality of distinct trained decision trees, and arranged to store executable instructions configured to cause the processor to;

    select an image element from the medical image;

    apply the image element to each of the trained decision trees to obtain a plurality of probabilities of the image element representing one of a plurality of predefined classes of organ; and

    aggregate the probabilities from each of the trained decision trees and assign an organ classification to the image element in dependence thereon.

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