ubc-tea / FCRO-Fair-Classification-Orthogonal-Representation
An official implementation of "On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations" (IPMI 2023)
☆9Updated last year
Alternatives and similar repositories for FCRO-Fair-Classification-Orthogonal-Representation:
Users that are interested in FCRO-Fair-Classification-Orthogonal-Representation are comparing it to the libraries listed below
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆29Updated 3 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆62Updated last year
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆10Updated last year
- ☆39Updated last month
- MICCAI2020: self domain adapted network☆17Updated 3 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 4 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Learning to Segment from Noisy Annotations: A Spatial Correction Approach☆18Updated last year
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- [TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization☆10Updated 11 months ago
- This project provides the source code for “Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis (IEEE TIP 2020)”.☆11Updated 3 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆17Updated last year
- ☆20Updated 2 months ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆19Updated 2 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆10Updated last year
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆26Updated 3 months ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 4 years ago
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆14Updated 4 months ago
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆19Updated 2 months ago
- OptTTA☆9Updated 2 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆10Updated 6 months ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆57Updated 3 years ago
- IEEE TMI 2021☆17Updated 2 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Updated last year
- ☆17Updated 3 years ago
- ☆27Updated last year
- ☆23Updated 4 months ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆18Updated last year