ycwu1997 / SS-Net
Official Code for our MICCAI 2022 paper "Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation"
☆115Updated 8 months ago
Alternatives and similar repositories for SS-Net:
Users that are interested in SS-Net are comparing it to the libraries listed below
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆144Updated last year
- Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation" (Highlight)☆68Updated 2 months ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆94Updated 8 months ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆57Updated 9 months ago
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆57Updated 3 months ago
- ☆65Updated 8 months ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆75Updated last year
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆49Updated last year
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆69Updated last year
- Code for Pseudo label based contrastive learning joint training approach☆56Updated 3 years ago
- ☆51Updated 2 years ago
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆48Updated 9 months ago
- Awesome Active Domain Adaptation for Medical Image Analysis☆84Updated 2 months ago
- ☆44Updated last year
- Domain Adaptation and Generalization for Medical Image Analysis☆126Updated 10 months ago
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆91Updated 2 years ago
- ☆71Updated last year
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆103Updated 6 months ago
- AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation☆41Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆92Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆170Updated 7 months ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆62Updated 3 months ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆48Updated last year
- MICCAI 2023 Paper (Early Acceptance)☆180Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆40Updated last month
- ☆54Updated last year
- official implementation of rectified contrastive pseudo supervision☆63Updated 9 months ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆101Updated 10 months ago
- MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation c…☆74Updated 5 months ago