brats2021 开源项目推荐（12 个）

fahadshamshad /awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

OSUPCVLab /SegFormer3D

Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPR 2024)

LightersWang /3DUNet-BraTS-PyTorch

PyTorch 3D U-Net implementation for Multimodal Brain Tumor Segmentation (BraTS 2021)

himashi92 /vizviva_brats_2021

[Brainlesion 2021] Official PyTorch Implementation for Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task

Alxaline /BraTS21

Solution of the RSNA/ASNR/MICCAI Brain Tumor Segmentation (BraTS) Challenge 2021

Subkash2206 /aliasing-tumor-boundaries

Official Code for my MIDL 2026 Paper: Investigating the structural cost of anti-aliasing in 3D volumetric medical segmentation. Evaluates the trade-off between spectral smoothing and boundary precision using SegResNet on BraTS 2021.

mahdiasdzd /RSNA_Brats

Brain Tumor Image segmentation-Brats2019, 2020, 2021

anirudhnbharadwaj /BraTS-2021

Brain Tumor Segmentation in Multi-Modal MRI Using Deep Learning

vilibili /Brain-tumor-segmentation-pytorch

该项目在 GitHub 上没有填写描述

luohaohaoluo /MPEDANet-pytorch

Open source code currently ready for submission, SAMRNet structure for brain tumor segmentation

myselfadityaranjan /cura-Swin-UNETR-bts

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.

gxanesh /RSNA_MGMT_Classification

Brain tumor classification based on MGMT methylation status present on the tumor cell.