siyi-wind / FairDisCo
[ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implementation)
☆15Updated last year
Alternatives and similar repositories for FairDisCo:
Users that are interested in FairDisCo are comparing it to the libraries listed below
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆8Updated 5 months ago
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆64Updated 3 months ago
- Code for CheXlocalize☆35Updated last year
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.☆16Updated 3 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…☆39Updated 10 months ago
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆31Updated 2 weeks ago
- ☆44Updated last year
- SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the per…☆23Updated 8 months ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆28Updated 7 months ago
- PanDerm: A General-Purpose Multimodal Foundation Model for Dermatology☆13Updated last week
- Archive for Self-supervised learning in Medical images (A4SM).☆59Updated 2 years ago
- ☆29Updated 3 years ago
- ☆63Updated 2 years ago
- ☆45Updated last year
- ☆30Updated last month
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆10Updated last year
- 3D Medical Image Retrieval in Radiology☆13Updated 3 months ago
- [IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Ide…☆22Updated 2 months ago
- [WACV 2024] Official PyTorch implementation of Brainomaly☆12Updated last year
- Foundation 3D ViT model for volumetric head CT☆38Updated last month
- ☆19Updated last year
- ☆22Updated last year
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆52Updated 2 years ago
- Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)☆49Updated last week
- Implementation of few-shot baseline for MedFMC☆16Updated last year
- Training foundational medical imaging models using multi-task learning.☆24Updated last month
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆18Updated last year
- A Python tool to evaluate the performance of VLM on the medical domain.☆58Updated this week
- Official repository for the paper "Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis"☆24Updated 10 months ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 2 years ago