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
Sorting:
- Code for our MIDL 2021 submission☆16Updated 4 years ago
- ☆16Updated 4 months ago
- ☆21Updated 4 years ago
- Repository for the Universal Lesion Segmentation Challenge '23☆34Updated last month
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆43Updated 3 years ago
- Code release for the paper I. Zakazov, B. Shirokikh et al. "Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation" (MICCAI 2…☆13Updated 3 years ago
- ☆36Updated 2 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated 9 months ago
- A manually annotated test set for DeepLesion with 3D lesion boxes☆25Updated 4 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆62Updated 9 months ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- ☆10Updated 2 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆22Updated last year
- ☆24Updated 4 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆52Updated 2 years ago
- Code for the MICCAI DART 2020 paper☆32Updated 3 years ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆34Updated 3 years ago
- Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs☆14Updated last year
- Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound☆15Updated 2 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation☆25Updated 4 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆49Updated last year
- ☆24Updated last year
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆21Updated last year
- Implementation of PyTorch-based multi-task pre-trained models☆33Updated 4 years ago
- PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images☆41Updated 3 years ago