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
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Updated
Nov 17, 2023 - Python