rbunn80110 / cxr8

Chest X-Ray

Deep learning practice on CXR dataset.

Setup

1. Setup pytorch enviroment.
2. Download the dataset here.
3. Extract the images into directory ./images.

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