marrlab / Med-AL-SSLLinks
Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets
☆16Updated 4 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:
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 4 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Code for our MIDL 2021 submission☆17Updated 4 years ago
- MS segmentation challenge☆13Updated 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 4 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 3 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 5 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆23Updated 2 years ago
- A manually annotated test set for DeepLesion with 3D lesion boxes☆26Updated 4 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Updated 2 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated last year
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- ☆24Updated 4 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆115Updated 2 years ago
- PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images☆41Updated 3 years ago
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆44Updated 4 years ago
- Learns effective selective labeling strategies for medical images using deep reinforcement learning and meta learning☆26Updated 4 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- ☆50Updated 2 years ago
- ☆21Updated last year
- Repository for the Universal Lesion Segmentation Challenge '23☆39Updated 6 months ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Updated 4 years ago
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆57Updated 3 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- ☆56Updated 2 years ago
- ☆24Updated last year
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆52Updated 2 years ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 4 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago