wkrkk

Duo-SegNet

[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"

CCT

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

imgaug

Image augmentation for machine learning experiments.

TraCoCo

DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency

MONAI

AI Toolkit for Healthcare Imaging

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

medical-data

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

MICCAI-LITS2017

liver segmentation using deep learning

EfficientSegmentation

Segmentation for medical image.

Semantic-Segmentation-Loss-Functions

This Repository is implementation of majority of Semantic Segmentation Loss Functions

abdominal-multi-organ-segmentation

abdominal multi-organ segmentation using pytorch

SegLossOdyssey

A collection of loss functions for medical image segmentation

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

UNet-family

Paper and implementation of UNet-related model.

Pytorch-Camp

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

3DUNet-Pytorch

3DUNet implemented with pytorch

vnet.pytorch

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

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

VNet

3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Swin-Unet

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

AbdomenCT-1K

The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"

nnUNet

NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy