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brats2023

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nmn-pandey / brain-tumour-segmentation

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Code for automated brain tumor segmentation from MRI scans using CNNs with attention mechanisms, deep supervision, and Swin-Transformers. Based on my Master's dissertation project at Brunel University, it features 3 deep learning models, showcasing integration of advanced techniques in medical image analysis.

deep-neural-networks deep-learning transformers cnn pytorch medical-imaging attention-mechanism brats medical-image-segmentation brats-challenge swin-transformer brats2023
  • Updated Nov 17, 2023
  • Python

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