Xiaoyu SONG My personal Blog | Xiaoyu SONG

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Week #6

Done

  • The summary of dataset used in former algorithm for medical image segmentation. The result is here
  • A first trial of convolutional neural network for medical image segmentation:
    • dataset resolve using nibabel
    • The roadmap to how to parse medical image into Python.

Questions and Problems encountered and the things to do

  • How to deal with the medical dataset in Python and Pytorch.
    • Import data (how to import the medical format dataset)
    • Visualization of the data (in 2D and 3D)
  • Data collect
    • Collect data from different datasets public available.
    • Try to set the same resolution for all the dataset.
    • Understand the data structure