Luoxd1996
PhD student at UESTC. Maintain several medical datasets (WORD, SegRap2023, LNCTVSeg, RAOS).
UESTCChengdu
Pinned Repositories
DTC
Semi-supervised Medical Image Segmentation through Dual-task Consistency
MIDeepSeg
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
WORD
[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
HaN5K
[In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than 5K CT scans and 10K clinical volumetric organs.
InterSeg
[In Progressing] A strong baseline for interactive medical image segmentation, refinement, and annotation.
nnunet_mini
RA-Tool
An easy tool for medical image segmentation results analysis
RAOS
[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
Luoxd1996's Repositories
Luoxd1996/Rank2nuclearSegmentation
Self-supervised learning for nuclear segmentation by learning to rank
Luoxd1996/SegLoss
A collection of loss functions for medical image segmentation
Luoxd1996/CA-Net
Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
Luoxd1996/imgaug
Image augmentation for machine learning experiments.
Luoxd1996/Learning-Loss-for-Active-Learning
Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]
Luoxd1996/lungmask
Automated lung segmentation in CT
Luoxd1996/MICCAI-OpenSourcePapers
MICCAI 2020 Open Source Papers
Luoxd1996/SASSnet
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images
Luoxd1996/Scribble_Saliency
Weakly-Supervised Salient Object Detection via Scribble Annotations, CVPR2020
Luoxd1996/Awesome-Incremental-Learning
Awesome Incremental Learning
Luoxd1996/awesome-semi-supervised-learning
:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Luoxd1996/BNM
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
Luoxd1996/BraTS-DMFNet
Luoxd1996/clDice
pyTorch implementation of clDice
Luoxd1996/cutmix-semisup-seg
Semi-supervised semantic segmentation needs strong, varied perturbations
Luoxd1996/EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
Luoxd1996/GatedCRFLoss
Luoxd1996/MedicalZooPytorch
MedicalZooPytorch: A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Luoxd1996/ModelsGenesis
Official Keras Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
Luoxd1996/numerical-tours
Numerical Tours of Signal Processing
Luoxd1996/onn
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
Luoxd1996/Paper-Reading-Group
List shared papers in our group
Luoxd1996/PRML
PRML algorithms implemented in Python
Luoxd1996/pygcn
Graph Convolutional Networks in PyTorch
Luoxd1996/pytorch-ssim
pytorch structural similarity (SSIM) loss
Luoxd1996/pytorch-unsupervised-segmentation
Luoxd1996/Seg-Uncertainty
IJCAI2020 & IJCV 2020 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
Luoxd1996/SegWithDistMap
How distance transform maps can assist medical image segmentation?
Luoxd1996/SingleClassRL
Code for weakly supervised segmentation of a single class
Luoxd1996/UMIS
Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"