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Invasive Ductal Carcinoma Detection in Breast Cancer Histology Images.

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femiogundare/invasive-ductal-carcinoma-diagnosis

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Detecting the Presence of Invasive Ductal Carcinoma in Breast Histology Images using Convolutional Neural Networks

A simple and effective method for the classification of H&E stained breast histology images.

Prerequisites

  • Python 3
  • TensorFlow 2.0.0
  • Standard scientific Python stack: NumPy, Pandas, scikit-learn
  • Other libraries: h5py, Albumentations, progressbar

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Invasive Ductal Carcinoma Detection in Breast Cancer Histology Images.

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