stanfordmlgroup / MedSelectLinks
Learns effective selective labeling strategies for medical images using deep reinforcement learning and meta learning
☆26Updated 4 years ago
Alternatives and similar repositories for MedSelect
Users that are interested in MedSelect 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☆64Updated 4 years ago
- Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification☆73Updated 3 years ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆48Updated last year
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆59Updated last month
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆40Updated 4 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 3 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated 2 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- Code for the paper https://arxiv.org/abs/2003.00827☆106Updated 4 years ago
- Multi-label, multi-class classification of chest X-ray images using PyTorch☆25Updated 6 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Updated 4 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 3 years ago
- Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…☆57Updated 4 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆91Updated last year
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆44Updated 4 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆106Updated last year
- examples of using PyMIC for medical image computing with deep learning☆34Updated last year
- [ISBI 2023] Official Implementation for Label-Assemble☆20Updated last year
- Official Pytorch implementation of the paper DeScarGAN☆32Updated 5 years ago
- Code for the MICCAI DART 2020 paper☆32Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Updated 4 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Updated 2 years ago
- Awesome anomaly detection in medical images☆87Updated 3 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- ☆67Updated 3 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Updated 4 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆48Updated 5 years ago