Popular GitHub Repositories for Medical Images

Pytorch pipeline for 3D image domain translation using Cycle-Generative-Adversarial-networks, without paired examples.

AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）

Convolutional AutoEncoder application on MRI images

Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

Segmentation annotation tool for 3D medical images

[BIBM 2024] SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation

Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images

In this work we present a task-agnostic Multimodal Variational Aversarial Active Learning (M-VAAL) for sampling the most informative samples for annotation in various Medical Image Analysis Downstream tasks, such as segmentation, and classification.