/bvm_tutorial

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bvm_tutorial

BVM 2019 Tutorial: Hands-On Deep Learning using pytorch

(Max Blendowski, Christian Lucas & Mattias Heinrich)

Overview / learning outcomes:

The objective of this tutorial is to gain a good general overview of designing and training deep neural networks for medical image analysis using pytorch, at the end you should:

  1. understand the principles of deep learning and its implementation with pytorch
  2. build and train your own network and use autograd for unsupervised iterative registration