Deep learning practice on CXR dataset.
To generate train, validation, and test data.
python label_gen.py
This will generate 3 csv files: Train_Label.csv
, Val_Label.csv
, and Test_Label.csv
.
See the following paper for more information.
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers. ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly- Supervised Classification and Localization of Common Thorax Diseases, IEEE CVPR, pp. 3462-3471,2017