Ien001 / Ag Cnn
Licence: mit
This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification")
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Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification
This is a reimplementation of paper : Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification (AG-CNN). Recently, the paper was accpeted in PRL 2020 with title: Thorax disease classification with attention guided convolutional neural network
In this repo, you can train & test your own models, more details are shown in the code.
AG-CNN Method
Result
Model
You can also try my models here:
Google Drive: https://drive.google.com/drive/folders/1WREzoYmwzw0gOpfobty3quySJaTDAXUi?usp=sharing
Baidu Cloud: https://pan.baidu.com/s/15Juub8f7gaBN826QuGGo8Q
Docker
You can use my docker container to avoid version issues:
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