Jupyter notebook project. Developed by: Gopal Bala

PROJECT: LIVER SEGMENTATION OF MEDICAL CT IMAGES

  • Automatically segment livers using the U-net architecture.
  • Data source: Data download URL
  • Nibabel python library is used to load the NifTi (Neuroimaging Informatics Technology Initiative) data.
  • The dataset consists of 20 medical examinations in 3D.
  • Each original image has its corresponding binary mask.

Language & Libraries

  • Python
  • Keras
  • Numpy
  • Matplotlib
  • Tensorflow