[MICCAI 2025] IM-Fuse: A Mamba-based Fusion Block for Brain Tumor Segmentation with Incomplete Modalities
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Jun 23, 2025 - Python
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brats2023
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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
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Nov 17, 2023 - Python
Glioma segmentation on BraTS 2023 using UNet3D and nnFormer
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Sep 6, 2025 - Python
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