A Novel Attention U-Net architecture for the automatic segmentation and annotation of 2D Chest X-Ray Images. To link to the actual paper can be found at link
- Python 3.7.10
- Sklearn
- Tensorflow
- Matplotlib
Datasets :
test_image.rar consists of 50 Chest X-Ray (CXR) images. test_data.rar consists of the corresponding masks (lungs, heart, trachea and collarbone)
Method :
Results :
Code:
The .ipnyb file (Attention UW_Net.ipnyb) is the python code for the Attention UW-Net.
Pal, D., Reddy, P. B., & Roy, S. (2022). Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray. Computers in Biology and Medicine, 150, 106083.