Attention UW-Net

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

Content:

• Requirements
• Datasets
• Method
• Results
• Code

Requirements:

• 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.

Citation:

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.