https://github.com/mk2345/cnn-for-chest-x-ray-images-for-pneumonia-detection-on-kaggle

Kaggle hosts several datasets of chest X-ray images for pneumonia detection using deep learning models. Here is one of my CNN-models.
https://github.com/mk2345/cnn-for-chest-x-ray-images-for-pneumonia-detection-on-kaggle

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Kaggle hosts several datasets of chest X-ray images for pneumonia detection using deep learning models. Here is one of my CNN-models.

• Host: GitHub
• URL: https://github.com/mk2345/cnn-for-chest-x-ray-images-for-pneumonia-detection-on-kaggle
• Owner: MK2345
• Created: 2024-06-19T10:37:47.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-06-19T16:40:32.000Z (5 months ago)
• Last Synced: 2024-07-23T14:40:45.820Z (4 months ago)
• Size: 5.18 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CNN-for-Chest-X-Ray-Images-for-Pneumonia-Detection-on-Kaggle

Kaggle hosts several datasets of chest X-ray images for pneumonia detection using deep learning models. 

### Interpretation: 

The models are very good at detecting pneumonia cases. They are more cautious in classifying normal cases, resulting in a high precision but a lower recall. The models tend to diagnose pneumonia when in doubt, which is often preferred in a medical context to avoid missing cases.

I will train more models with this dataset on occasion to further improve performance.

You will find two CNN models I created in the master branch.

The dataset used for this project can be found at the following link https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia/data

![jZqpV51](https://github.com/MK2345/CNN-for-Chest-X-Ray-Images-for-Pneumonia-Detection-on-Kaggle/assets/24621381/77d1fe6d-33c6-4eeb-96c0-544715af723d)