black0017 / ct-intensity-segmentation

Introduction to medical image processing with Python: CT lung and vessel segmentation without labels https://theaisummer.com/medical-image-python/

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CT intensity-based lung and vessel segmentation

To understand the codebase, read the related article at AI Summer

Open In Colab

Instructions to reproduce my results

  1. Clone the repository
  2. Unzip the Images Folder
  3. create a virtual env and activate it (optional)
  4. run $ pip install -r requirements.txt
  5. run the scripts python -m task_01 , python -m task_01, python -m task_03

View my results

To view my results, unzip the results folder

About

Introduction to medical image processing with Python: CT lung and vessel segmentation without labels https://theaisummer.com/medical-image-python/

License:MIT License


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Language:Jupyter Notebook 96.3%Language:Python 3.7%