jacobzhaoziyuan / SAAL
[EMBC 2022] Official Implementation for "Self-supervised Assisted Active Learning for Skin Lesion Segmentation"
☆14Updated 2 years ago
Alternatives and similar repositories for SAAL:
Users that are interested in SAAL are comparing it to the libraries listed below
- ☆33Updated 3 years ago
- Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation☆47Updated last year
- ☆43Updated last year
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆46Updated 2 years ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆34Updated 2 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆14Updated 2 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆46Updated 3 months ago
- Code for Pseudo label based contrastive learning joint training approach☆56Updated 3 years ago
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆28Updated 2 years ago
- MICCAI 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆24Updated 2 years ago
- Code for the paper "Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels".☆31Updated 2 years ago
- Dual Contrastive Learning for Few-shot Medical Image Segmentation☆25Updated last year
- ☆51Updated 2 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆22Updated last year
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆57Updated 3 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆70Updated 3 months ago
- ☆26Updated 2 years ago
- ☆39Updated 2 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆39Updated 2 years ago
- The code of ours paper "Uncertainty-aware Pseudo-label and Consistency for Semi-supervised Medical Image Segmentation"☆12Updated 2 years ago
- ☆13Updated last year
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆27Updated 2 years ago
- ☆26Updated last year
- [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"☆46Updated 2 years ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆17Updated last year
- ☆52Updated last year
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆13Updated 2 years ago
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆38Updated last week
- Attentive Symmetric Autoencoder for Brain MRI Segmentation-MICCAI 2022☆23Updated 11 months ago