wh888s

PromptIR

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

VVBPTensor-net

Learning to Reconstruct CT Images from the VVBP-Tensor

AbdomenCT-1K

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

mda

Revealing Hidden Patterns in Deep Neural Network Feature Space Continuum via Manifold Learning (Nature Communications, 2023)

SCNet

The official PyTorch implementation of CVPR 2020 paper "Improving Convolutional Networks with Self-Calibrated Convolutions"

UNiFMIR

Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

MAP-NN

Source code of MAP-NN paper

FedOSS

[TMI'23] FedOSS: Federated Open Set Recognition via Inter-client Discrepancy and Collaboration

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

nnUNet

CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

SuPreM

[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis

AbdomenAtlas

[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes plus nine classes)

pix2pix

Image-to-image translation with conditional adversarial nets

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

chest-xray-synthesis

Using GANs and Stable Diffusion to generate Chest Xray data points and evaluating them using convolutional classifiers.

medfusion

Implementation of Medfusion - A latent diffusion model for medical image synthesis.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

GAN-NETL

GPFL-GRACE

[MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction

ContinualLearning

[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

C-SliceGen

FedWeIT

This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

ProxyFL

Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"

SplitAVG

This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging".

SIFA

[TMI'20, AAAI'19] Synergistic Image and Feature Adaptation