MLforHealth / CXR_FairnessLinks
Improving the Fairness of Chest X-ray Classifiers
☆14Updated 3 years ago
Alternatives and similar repositories for CXR_Fairness
Users that are interested in CXR_Fairness are comparing it to the libraries listed below
Sorting:
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Updated 2 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆71Updated 2 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆111Updated 2 years ago
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆69Updated last month
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Updated 2 years ago
- ☆18Updated 5 years ago
- Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"☆11Updated last year
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated 10 months ago
- ☆25Updated 3 years ago
- Quantile risk minimization☆24Updated last year
- Gender Bias Extra Material☆13Updated 2 years ago
- ☆46Updated 2 years ago
- Explanation by Progressive Exaggeration☆20Updated 2 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Updated 3 years ago
- CME: Concept-based Model Extraction☆12Updated 4 years ago
- ☆38Updated 5 years ago
- Official implemention of the paper High-Resolution and Precise Counterfactual Medical Image Generation using Language-guided Stable Diffu…