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Miccai 2018

Pytorch implementation for models in https://arxiv.org/pdf/1806.04259.pdf

Requirements

This code works on Pytorch 0.4.0.

Instructions

  1. Download the breast dataset here

  2. To train the model

    python train_lstm_cnn.py
  3. To test the model

    python lstm_cnn_test.py
    

Reference

  • Sirinukunwattana K, Alham NK, Verrill C, Rittscher J. Improving Whole Slide Segmentation Through Visual Context-A Systematic Study. arXiv preprint arXiv:1806.04259. 2018 Jun 11.

Todo

  • add other models

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