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Segment DICOM chest scan to retrieve lung and trachea. Visualization using VTK.

Jupyter Notebook 99.93% Python 0.07%

lung_segmentation_visualization's Introduction

Lung_segmentation_visualization

Segment DICOM chest scan to retrieve lung and trachea. Visualization using VTK.
Open visual studio solution ./Segmentation_and_visualization/Segmentation_and_visualization.sln

Set test_main.py as startup file.

Dependencies:

  • pydicom v1 or above
  • VTK v7 and above
  • Python 3
  • numpy
  • scipy
  • scikit-image
  • matplotlib
  • plotly

TODO:

  1. Set vtkimageplanes for lung slicing
  2. Fix static plotting class (Matplotlib and plotly unable to handle million+ data points)

FIXED:

  1. Fixed viewport 1
  2. Fixed datasets, uploaded better sample datasets.
  3. Fixed camera for touch screen inputs.
  4. Fixed dataset labels.

lung_segmentation_visualization's People

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