brats 开源项目推荐（120 个）

jeya-maria-jose /KiU-Net-pytorch

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Mehrdad-Noori /Brain-Tumor-Segmentation

注意力引导版的2D UNet自动脑肿瘤切割

OSUPCVLab /SegFormer3D

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

koriavinash1 /DeepBrainSeg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

lescientifik /open_brats2020

Top 10 brats 2020 Solution

athon2 /BraTS2018_NvNet

NvNet的实现

han-liu /awesome-missing-modality-for-medical-images

A comprehensive review of techniques to address the missing-modality problem for medical images

pykao /BraTS2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

xmindflow /LHUNet

LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation

SabareeshIyer /Brain-tumor-detection-in-3D-MRIs-using-DCGAN

Using DCGAN for segmenting brain tumors from brain image scans

akhanss /BraTS-2020

A complete pipeline for BraTS 2020

AndyWangON /Brain-tumor-segmentation-using-deep-learning

#BRATS2015 #BRATS2018 #deep learning #fully automatic brain tumor segmentation #U-net # tensorflow #Keras

as791 /Multimodal-Brain-Tumor-Segmentation

Multimodal Brain Tumor Segmentation using BraTS 2018 Dataset.

lachinov /brats2019

该项目在 GitHub 上没有填写描述

moucheng2017 /EM-BPL-Semi-Seg

[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

charan223 /Brain-Tumor-Segmentation-using-Topological-Loss

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

mandrakedrink /BraTS20_Unet3d_AutoEncoder

3d unet and 3d autoencoder for automatical segmentation and feature extraction.

ChristophReich1996 /OSS-Net

Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].

woodywff /nas_3d_unet

Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging

rachitsaluja /BraTS-2023-Metrics

Official BraTS 2023 Segmentation Performance Metrics