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MRI Segmentation

The project entails integrating into a website product to analyze MRI brain images and extract cancerous locations and areas. Initially, our GAN network enhances the image quality, followed by passing it through a segmentation deep learning model. Additionally, we employ an ensemble approach by combining two different models to achieve improved results.

  • Technologies

    Pytorch, Python

  • Algorithms

    Unet, SwinUnet, Voting method,

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