marrlab / Med-AL-SSL
Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets
☆16Updated 3 years ago
Alternatives and similar repositories for Med-AL-SSL:
Users that are interested in Med-AL-SSL are comparing it to the libraries listed below
- Code for our MIDL 2021 submission☆16Updated 4 years ago
- ☆16Updated 3 months ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- Repository for the Universal Lesion Segmentation Challenge '23☆32Updated 3 months ago
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆21Updated last year
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- ☆21Updated 4 years ago
- A manually annotated test set for DeepLesion with 3D lesion boxes☆24Updated 4 years ago
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆28Updated 9 months ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated 8 months ago
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆10Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆22Updated last year
- Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …☆17Updated 4 years ago
- ☆24Updated 4 years ago
- Medical Matting☆23Updated 2 years ago
- Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound☆15Updated 2 years ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆47Updated last year
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated 2 years ago
- ☆30Updated last year
- ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation☆19Updated 2 years ago
- A really simple tool to visualize different segmentation results☆17Updated last month
- MS segmentation challenge☆13Updated 2 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆61Updated 8 months ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆33Updated last year
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆43Updated 3 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆41Updated last year
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated last year