https://github.com/adrian-lorenzo/xray-pneumonia-detection

Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images
https://github.com/adrian-lorenzo/xray-pneumonia-detection

convolutional-neural-networks keras tensorflow x-ray-images xception

Last synced: 10 days ago
JSON representation

Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images

• Host: GitHub
• URL: https://github.com/adrian-lorenzo/xray-pneumonia-detection
• Owner: adrian-lorenzo
• License: mit
• Created: 2019-05-01T10:46:52.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-06-26T12:19:31.000Z (over 5 years ago)
• Last Synced: 2024-11-28T17:02:07.551Z (2 months ago)
• Topics: convolutional-neural-networks, keras, tensorflow, x-ray-images, xception
• Language: Jupyter Notebook
• Homepage:
• Size: 1.06 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Chest X-Ray Image classifier to detect pneumonia

CNN model to detect pneumonia with Chest X-Ray Images

Dataset:

> Kermany, Daniel; Zhang, Kang; Goldbaum, Michael (2018), “Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images for Classification”, Mendeley Data, v2

> http://dx.doi.org/10.17632/rscbjbr9sj.2

Example prediction using one of the models:

![Example prediction with Xception](https://github.com/AdrianLorenzoDev/xray-pneumonia-detection/blob/master/example-prediction.png)