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abdominal-multi-organ-segmentation

abdominal multi-organ segmentation using pytorch

anatomynet-for-anatomical-segmentation

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

basic_unet_example

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

ct_semantic_segmentation

Contains codes for algorithms used to delineate organs from CT images for thoracic patients in radiation treatment planning

dl4img

书籍《深度学习技术图像处理入门》代码环境 Docker 文件

miccai-opensourcepapers

MICCAI 2019 Open Source Papers

mtl-segthor

Dependent Multi-Task Learning for the Segmentation of Thoracic Organs at Risk in CT Images

nnunet

organsegrstn_pytorch

PyTorch implementation of OrganSegRSTN - CVPR 2018

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

segmentation-toolbox-for-medical-imaging

A PyTorch codebase template for medical imaging segmentation.

strainet

The work I have done for pelvic organ segmentation, implemented by pytorch.

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

unet

unet for image segmentation

unet-family

Paper and implementation of UNet-related model.

unet-zoo

including unet,unet++,attention-unet,r2unet,cenet,segnet ,fcn.

unet2d

Medical Image Ceil Segment

vnet

vnet.pytorch

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation