Awesome Active Domain Adaptation for Medical Image Analysis
☆153Dec 15, 2024Updated last year
Alternatives and similar repositories for ADA4MIA
Users that are interested in ADA4MIA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆51Dec 15, 2024Updated last year
- ☆25Feb 20, 2025Updated last year
- (TMI-2024) Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery☆25Apr 20, 2026Updated 3 months ago
- ☆14Dec 22, 2025Updated 7 months ago
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆25Feb 28, 2025Updated last year
- 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.
- (MICCAI 2024 Early Acc)Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset☆21Dec 25, 2024Updated last year
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,675Jun 7, 2025Updated last year
- [CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"☆108Sep 3, 2025Updated 10 months ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆33Jun 3, 2024Updated 2 years ago
- Implementation of The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medic…☆11May 12, 2025Updated last year
- [MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"☆135Jun 7, 2025Updated last year
- [CVPR 2024] Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation☆53Apr 16, 2025Updated last year
- nnMIL: A generalizable multiple instance learning framework for computational pathology☆53May 15, 2026Updated 2 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆150Mar 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.
- Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation☆31Aug 12, 2025Updated 11 months ago
- [ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation☆54Jul 29, 2024Updated 2 years ago
- SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation☆46Mar 21, 2026Updated 4 months ago
- ☆17Jul 12, 2024Updated 2 years ago
- [MICCAI2024&RedJournal2026] Is deep learning ready for abdominal organ-at-risk segmentation in the foundation model era: A comprehensive …☆62Jul 30, 2024Updated last year
- ☆17Dec 16, 2024Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆59Jan 20, 2025Updated last year
- Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation" (Highlight)☆90Mar 20, 2026Updated 4 months ago
- [ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class E…☆28Oct 28, 2023Updated 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.
- [CVPR 2025] Code for "β-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentatio…☆32Jun 18, 2025Updated last year
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆245Dec 9, 2023Updated 2 years ago
- (TMI-2025) Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model☆38Jul 31, 2025Updated 11 months ago
- ☆40Oct 23, 2025Updated 9 months ago
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆30Nov 29, 2024Updated last year
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Updated this week
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆50Feb 27, 2024Updated 2 years ago
- a pytorch version for SIFA, Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for M…☆46Feb 14, 2025Updated last year
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆26Jul 5, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆223Jul 21, 2024Updated 2 years ago
- [CVPR 2025] Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Im…☆38Jun 23, 2025Updated last year
- ☆35Nov 27, 2024Updated last year
- ☆21Oct 22, 2024Updated last year
- [AAAI 2025] Official code for paper: DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image S…☆20Jun 16, 2025Updated last year
- awesome-topology-driven-deep-image-analysis☆54Jul 16, 2026Updated last week
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆19May 20, 2025Updated last year