yf817's repositories
abdominal_registration
Deep learning based registration for Learn2Reg Challenge (Task 3 : CT Abdominal)
Algorithms
This repo contains the model architectures to be used in the OpenFL backend.
bioinformed_reg
This repository is the official implementation of "Learning correspondences of cardiac motion from images using biomechanics-informed modeling" accepted by MICCAI-STACOM 2022.
CCST
Official repo for the WACV 2023 paper: Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
Conditional_LapIRN
Conditional Deformable Image Registration with Convolutional Neural Network
Conference-Acceptance-Rate
Acceptance rates for the major AI conferences
coupling_registration_segmentation
This repository is the official repository of the article U-ReSNet: Ultimate coupling of Registration and Segmentation with deep Nets presented in Miccai 2019 (Shenzhen)
DIRAC
This is the official Pytorch implementation of "Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans" (MICCAI 2022), written by Tony C. W. Mok and Albert C. S. Chung.
ImgX-DiffSeg
A JAX-based deep learning framework for image segmentation using diffusion models.
L2R
Repository for L2R evaluation files
LabelAssemble
Official Implementation for label-assemble in Medical Imaging Meets NeurIPS 2022
medical_mae
The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"
MedSegDiff
Official implementation of paper "MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model"
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
Paper-Reading-Group
List shared papers in our group
partially-labelled
Learning to segment multi-organ and tumorsfrom multiple partially labeled datasets
PersonalizedFL
Personalized federated learning codebase for research
registration-da-mean-teacher
Source code for our Miccai2022 paper "Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts.
scvi-tools
Deep probabilistic analysis of single-cell omics data
SpaGCN
SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network
srijan-gsoc-2020
Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers
SS-Net
Official Code for our MICCAI 2022 paper "Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation"
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
sssegmentation
SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.
TopoInteraction
This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", accepted to ECCV 2022 (Oral)
XMorpher
Open source for MICCAI2022 paper: [XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention]