3d-unet 开源项目推荐（101 个）

wolny /pytorch-3dunet

用pytorch编写的用于体积语义分割的3D U-Net模型

pykao /Modified-3D-UNet-Pytorch

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

zhengyang-wang /3D-Unet--Tensorflow

3D Unet for Isointense Infant Brain Image Segmentation

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.

zubair-irshad /NeRF-MAE

[ECCV 2024]我们ECCV'24论文NeRF-MAE：用于神经辐射场自监督3D表示学习的蒙面自编码器中的Pytorch代码

zyl200846 /3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

frankkramer-lab /covid19.MIScnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

s-mostafa-a /Luna16

Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".

fitushar /3DUnet_tensorflow2.0

This Repo is for implementation of 3D unet in Tensorflow 2.0v

RawthiL /PET_DeepAttCorrection

Whole Body Positron Emission Tomography Attenuation Correction Map Synthesizing using 3D Deep Networks

shivangi-aneja /Multi-Modal-Brain-Segmentation

3D Multi-modal (FLAIR and T1) Brain MRI Scan Segmentation using Generative Adversarial Learning

Biohub /octopi

Search for Protein 3D Coordinates in CryoET Tomograms

jphdotam /Unet3D

A 3D Unet for Pytorch for video and 3D model segmentation

fshnkarimi /3D-Liver-Segmentation

Automatically segment the liver and liver tumors in CT scans with 3D-UNET

motokimura /kits19_3d_segmentation

PyTorch implementation of 3D U-Net for kidney and tumor segmentation from KiTS19 CT scans.

tamerthamoqa /3D-mri-brain-tumour-image-segmentation-medical-decathlon-tensorflow

Code repository for training a brain tumour U-Net 3D image segmentation model using the 'Task1 Brain Tumour' medical segmentation decathlon challenge dataset.

ishaanb92 /PyTorch-UNet

PyTorch implementation of the UNet model -- https://arxiv.org/abs/1505.04597

clark-s-dev /3D-UNet-for-Segmentation

CNN for segmentation of 3D images

atakehiro /3D-U-Net-pytorch-model-parallel

PyTorch implementation of 3D U-Net with model parallel in 2GPU for large model

felihong /wavelet-PET-denoising

Quality enhancement of ultra-low-dose PET images using 3D-UNet on wavelet domain.