XuZikang / Awesome-MedIA-FairnessLinks
A collection of papers in fairness of medical image analysis
☆10Updated 2 years ago
Alternatives and similar repositories for Awesome-MedIA-Fairness
Users that are interested in Awesome-MedIA-Fairness are comparing it to the libraries listed below
Sorting:
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆68Updated 2 years ago
- ☆50Updated this week
- Gender Bias Extra Material☆13Updated 2 years ago
- An official implementation of "On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Rep…☆9Updated last year
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆11Updated 9 months ago
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆27Updated 2 years ago
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆41Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated 7 months ago
- ☆82Updated 2 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- ☆91Updated 10 months ago
- ☆9Updated 5 months ago
- Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diag…☆19Updated last year
- ☆70Updated 2 years ago
- ☆66Updated 3 weeks ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆27Updated 9 months ago
- ☆116Updated 8 months ago
- Dynamic Affine Feature Map Transform☆47Updated last year
- Codebase for reproducible benchmarking experiments in MedMNIST v2☆55Updated last year
- [IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Ide…☆24Updated 7 months ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆36Updated 2 months ago
- Code related to "Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection"☆11Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Code for the paper https://arxiv.org/abs/2003.00827☆104Updated 3 years ago
- A comprehensive review of techniques to address the missing-modality problem for medical images☆61Updated 2 months ago
- ☆21Updated 3 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆10Updated 10 months ago
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆74Updated 4 months ago
- Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"☆22Updated 3 years ago