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Image caption generation to diagnose chest x-rays using dataset of images and reports
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Learning to Read Chest X-Rays

Source code for the CVPR 2016 paper:

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation (arxiv)

The source code is based on the:

  • cifar.torch by Sergey Zagoruyko, for the CNN training
  • char-rnn by Andrej Karpathy, for the RNN training

The overall pipeline and codes for preparing data, training, and sampling can be found in the src/chestx

Dataset can be downloaded from the Open-i chest x-ray subset (link)

Trained models can be downloaded:

Required software packages:

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