[MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
☆31Sep 26, 2023Updated 3 years ago
Alternatives and similar repositories for AC-MT
Users that are interested in AC-MT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆51Oct 5, 2024Updated 2 years ago
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Apr 12, 2023Updated 3 years ago
- ☆56Jul 18, 2023Updated 3 years ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆225Jul 21, 2024Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆75May 14, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in sem…☆14Apr 17, 2026Updated 6 months ago
- ☆20Feb 19, 2024Updated 2 years ago
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆189Jul 10, 2023Updated 3 years ago
- ☆28Sep 25, 2024Updated 2 years ago
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Jul 27, 2026Updated 3 months ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 4 years ago
- ☆69Jan 23, 2024Updated 2 years ago
- CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation☆54Dec 10, 2025Updated 10 months ago
- [TMI'24] Translation Consistent Semi-supervised Segmentation for 3D Medical Images☆63Nov 23, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆78Jul 20, 2023Updated 3 years ago
- Codes about our paper "Semi-supervised medical image segmentation via hard positives oriented contrastive learning"☆13Jan 13, 2025Updated last year
- [ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation☆55Jul 29, 2024Updated 2 years ago
- ☆20Apr 15, 2023Updated 3 years ago
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆56May 14, 2024Updated 2 years ago
- [MedIA'25 / BIBM'24] SemiSAM+ / SemiSAM: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models☆73May 6, 2026Updated 5 months ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆26Jul 5, 2023Updated 3 years ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆116Jun 4, 2024Updated 2 years ago
- The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"☆33Jun 24, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆542Nov 13, 2020Updated 5 years ago
- [CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"☆109Sep 3, 2025Updated last year
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆338Mar 7, 2022Updated 4 years ago
- Complementary consistency semi-supervised learning for 3D left atrial image segmentation☆18Aug 23, 2023Updated 3 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 4 years ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆59Apr 17, 2024Updated 2 years ago
- ☆77Dec 29, 2023Updated 2 years ago
- ☆30Dec 2, 2022Updated 3 years ago
- Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)☆26Jun 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Semi-supervised Unpaired Medical Image Segmentation Through Task-affinity Consistency☆12Oct 6, 2023Updated 3 years ago
- Early Accepted in MICCAI 2023☆12Jul 11, 2023Updated 3 years ago
- [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation☆68Dec 7, 2025Updated 10 months ago
- ☆14Mar 5, 2026Updated 7 months ago
- ☆13Apr 21, 2023Updated 3 years ago
- SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation☆47Mar 21, 2026Updated 7 months ago
- Official Code for our MICCAI paper "VCLIPSeg: Voxel-Wise CLIP-Enhanced Model for Semi-supervised Medical Image Segmentation"☆14Nov 10, 2024Updated last year