The method and system of vascular diseases detection is carried out using recurrent neural network

The method and system of vascular diseases detection is carried out using recurrent neural network

  • CN 107,545,269 A
  • Filed: 06/23/2017
  • Published: 01/05/2018
  • Est. Priority Date: 06/23/2016
  • Status: Active Application
First Claim
Patent Images

1. a kind of method that vascular diseases detection is carried out using recurrent neural network, including:

  • From 3D computed tomography angiographies(

    CTA)

    The multiple 2D cross sectional images piecemeals of image zooming-out, wherein, along 3D2D cross sectional image piecemeals are extracted at corresponding one of multiple sampled points of the vessel centerline of blood vessel of interest in CTA imagesIn each;

    AndUse housebroken recurrent neural network(

    RNN)

    , based on the multiple 2D cross sectional images piecemeal, by along describedEach in the multiple sampled point of vessel centerline is classified to detect the aberrant angiogenesis in the blood vessel of interest.

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