Pinned Repositories
AC-MT
[MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
CL-Segmentation
CPCL
[JBHI'22] CPCL for semi-supervised segmentation
D-Persona
Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation"
LapIRN
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks
Learn_Noisy_Labels_Medical_Images
[NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
MTCL
[MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning
Multi-modal-learning
Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.
PLIL
[MICCAI'23] Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels
Continual-Learning-Medical-Adaptation
A Comprehensive Survey of Continual Learning in Medical Scenarios
lemoshu's Repositories
lemoshu/MTCL
[MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning
lemoshu/AC-MT
[MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
lemoshu/CPCL
[JBHI'22] CPCL for semi-supervised segmentation
lemoshu/LapIRN
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks
lemoshu/PLIL
[MICCAI'23] Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels
lemoshu/Learn_Noisy_Labels_Medical_Images
[NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
lemoshu/CL-Segmentation
lemoshu/LSTM4ImageCompression
Graduation Project: Image Compression based on LSTM-pytorch implement
lemoshu/SCL
[MedIA'24] Office implementation of SCL for multi-site SSL
lemoshu/ArtMiner
(CVPR 2019) Pytorch implementation of paper "Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning"
lemoshu/ASGNet
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation (CVPR 2021)
lemoshu/attack_landmark_detection
The source code of "Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection" (in MICCAI 2020)
lemoshu/D-Persona
Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation"
lemoshu/Biomechanics-informed-motion-tracking
[MICCAI'20] Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI
lemoshu/breast_cancer_classifier
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
lemoshu/CA-Net
Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
lemoshu/CoMIR
Codes for joint representation learning, evaluation through registration and comparison to image tranlation based registration
lemoshu/Cooperative_Training_and_Latent_Space_Data_Augmentation
[MICCAI 2021 Oral] Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation
lemoshu/FM-ABS
lemoshu/Inf-Net
code for "Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans" submit to TMI2020.
lemoshu/lemoshu.github.io
lemoshu/LoRA-SAM
lemoshu/MF-ConS
lemoshu/MMedAgent
Learning to Use Medical Tools with Multi-modal Agent
lemoshu/Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
lemoshu/RANSAC-Flow
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
lemoshu/Recursive-Cascaded-Networks
[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration
lemoshu/Seg-with-distance-map
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
lemoshu/SimpleCRF
matlab and python wrap of crf and dense crf, both 2d and 3d are supported
lemoshu/tutorials2019