TaoseefIshtiak / biomedicalImageSegmentationNSU

The repository contains the reproduction of UNetPluPlus, introduced by Z. Zhou, M. M. R. Siddiquee, N. Tajbakhsh, and J. Liang; upon the dataset obtained from the KITS19 Kidney Tumor Segmentation Challenge.

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This repository contains reproduction of UNetPluPlus upon the dataset obtained from KITS19 Kidney Tumor Segmentation Challenge.

Original Work can be found at: UNetPlusPlus Official Repository

Requirements

  • tensorflow-gpu==1.4.1
  • keras==2.2.2
  • pydot
  • Fiji Desktop Application

The Data Processing folder contains the .nii to .png conversion, and image visualization code.

About

The repository contains the reproduction of UNetPluPlus, introduced by Z. Zhou, M. M. R. Siddiquee, N. Tajbakhsh, and J. Liang; upon the dataset obtained from the KITS19 Kidney Tumor Segmentation Challenge.


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Language:Jupyter Notebook 50.1%Language:Python 49.9%