brats2021
Here are 12 public repositories matching this topic...
Solution of the RSNA/ASNR/MICCAI Brain Tumor Segmentation (BraTS) Challenge 2021
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Jul 19, 2022 - Python
PyTorch 3D U-Net implementation for Multimodal Brain Tumor Segmentation (BraTS 2021)
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Nov 15, 2023 - Python
[Brainlesion 2021] Official PyTorch Implementation for Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task
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Mar 12, 2024 - Python
A collection of resources on applications of Transformers in Medical Imaging.
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Apr 18, 2024
Brain tumor classification based on MGMT methylation status present on the tumor cell.
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May 4, 2024 - Jupyter Notebook
Brain Tumor Image segmentation-Brats2019, 2020, 2021
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May 16, 2024 - Jupyter Notebook
Open source code currently ready for submission, SAMRNet structure for brain tumor segmentation
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Feb 17, 2025 - Python
MPS-accelerated Brain Tumour Segmentation task based on BraTS '21 task dataset. Uses a hybrid Swin-UNETR + CNN architecture. Optimized for Apple Silicon (M-chip) systems using MPS.
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Apr 21, 2025 - Python
Brain Tumor Segmentation in Multi-Modal MRI Using Deep Learning
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Apr 23, 2025 - Python
Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPR 2024)
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Mar 21, 2026 - Python
Investigating the structural cost of spectral equivariance in 3D dense medical segmentation. Implementing state-of-the-art Volumetric SegResNets natively on BraTS 2021 to mathematically evaluate BlurPool 3D anti-aliasing (~50% AVR reduction) against boundary topological precision.
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Apr 14, 2026 - Python
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