danshuiyuLX

FontsFromWindows

常用的字体

neuthesis-enhanced

东北大学博士、硕士学位论文模板

dataset

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

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

CA-Net

Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.

UNet-Version

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

imgaug

Image augmentation for machine learning experiments.

sssegmentation

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

elasticdeform

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).

SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges

runx

Deep Learning Experiment Management

Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

yacs

YACS -- Yet Another Configuration System

ipgw

东北大学校园网关客户端

CE-Net

The manuscript has been accepted in TMI.

free-programming-books-zh_CN

:books: 免费的计算机编程类中文书籍，欢迎投稿

itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

medpy

Medical image processing in Python

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

pytorch-3dunet

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

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

UNet-Zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

FewShot_GAN-Unet3D

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

iBook

收藏一些电子书

Attention-Gated-Networks

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

DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers