CT Lung Images Segmentation

1. CT lung images segmentation implementation using U-Net : Convolutional Networks for Biomedical Image Segmentation.

2. CT lung images segmentation implementation using TernausNet.

Overview

Data

Finding and Measuring Lungs in CT Data This dataset can be found https://www.kaggle.com/kmader/finding-lungs-in-ct-data.

Pre-Processing

After importing the image data from the alpha channel, convert unsigned int image to int and resize 64 x 64.

Requirement

• Python
• Keras
• Python packages : numpy, matplotlib, opencv, and so on...

Reference Implementations

• https://github.com/zhixuhao/unet
• https://github.com/ternaus/TernausNet