biomedia-mira / chexplorationLinks
Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'
☆24Updated 2 years ago
Alternatives and similar repositories for chexploration
Users that are interested in chexploration are comparing it to the libraries listed below
Sorting:
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆21Updated 3 years ago
- Improving the Fairness of Chest X-ray Classifiers☆14Updated 3 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆73Updated 2 years ago
- Code for the paper https://arxiv.org/abs/2003.00827☆106Updated 4 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆28Updated 3 years ago
- Stochastic Segmentation Networks☆66Updated 5 years ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 3 years ago
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆31Updated 4 years ago
- The repo for the FeTS Challenge☆55Updated 3 months ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- AICONSlab's DL benchmarking platform to OOD data in MRI☆17Updated 3 years ago
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆58Updated 3 weeks ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 4 years ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Updated last year
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Codebase for reproducible benchmarking experiments in MedMNIST v2☆59Updated last year
- Official implemention of the paper High-Resolution and Precise Counterfactual Medical Image Generation using Language-guided Stable Diffu…☆21Updated 5 months ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆34Updated last year
- ☆87Updated 2 years ago
- Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation☆14Updated 4 years ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated 11 months ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 3 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 5 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆51Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆64Updated 4 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆90Updated last year