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☆49Dec 15, 2024Updated last year
- ☆25Feb 20, 2025Updated last year
- (TMI-2024) Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery☆26Apr 20, 2026Updated 5 months ago
- ☆14Dec 22, 2025Updated 9 months ago
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆24Feb 28, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- (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.☆2,692Jun 7, 2025Updated last year
- [CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"☆108Sep 3, 2025Updated last year
- 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
- [Nat. Biomed. Eng, 2026] nnMIL: A generalizable multiple instance learning framework for computational pathology☆73Sep 6, 2026Updated last month
- Domain Adaptation and Generalization for Medical Image Analysis☆151Mar 24, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation☆30Aug 12, 2025Updated last year
- [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☆47Mar 21, 2026Updated 6 months ago
- ☆16Jul 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 2 years ago
- ☆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 6 months ago
- [ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class E…☆27Oct 28, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [CVPR 2025] Code for "β-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentatio…☆33Jun 18, 2025Updated last year
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆246Dec 9, 2023Updated 2 years ago
- ☆39Oct 23, 2025Updated 11 months ago
- (TMI-2025) Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model☆38Jul 31, 2025Updated last year
- [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…☆24Jul 27, 2026Updated 2 months 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
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆224Jul 21, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [CVPR 2025] Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Im…☆41Jun 23, 2025Updated last year
- ☆34Nov 27, 2024Updated last year
- ☆22Oct 22, 2024Updated last year
- [AAAI 2025] Official code for paper: DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image S…☆22Jun 16, 2025Updated last year
- awesome-topology-driven-deep-image-analysis☆54Jul 16, 2026Updated 2 months ago
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆19May 20, 2025Updated last year
- Partially Labeled Supervision for Medical Image Segmentation☆34Mar 5, 2026Updated 7 months ago