XuZikang / Awesome-MedIA-FairnessLinks
A collection of papers in fairness of medical image analysis
☆12Updated 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☆73Updated 2 years ago
- ☆56Updated 5 months 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…☆44Updated last year
- ☆98Updated last year
- ☆126Updated last year
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆11Updated last year
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆28Updated 3 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- A comprehensive review of techniques to address the missing-modality problem for medical images☆88Updated 2 months ago
- Gender Bias Extra Material☆13Updated 2 years ago
- ☆93Updated this week
- ☆81Updated 3 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 3 years ago
- Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diag…☆20Updated 2 years ago
- [IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Ide…☆25Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆79Updated 8 months ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Updated last year
- ☆87Updated 2 years ago
- Official repository for the paper "Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis"☆27Updated last year
- ☆21Updated 3 years ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆31Updated 2 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆20Updated last year
- [MICCAI2023&MedIA] Official pytorch implementation of MedIM☆18Updated last year
- Codebase for reproducible benchmarking experiments in MedMNIST v2☆63Updated last year
- Official implementation of COLosSAL [MICCAI 2023]☆15Updated 2 years ago
- Dynamic Affine Feature Map Transform☆52Updated last year
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆15Updated 2 years ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 3 years ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆159Updated last year
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago