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1. causal-gen causal-gen Public

   (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

   Python 73 11

2. chexploration chexploration Public

   Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'

   Jupyter Notebook 24 5

3. subgroup-separability subgroup-separability Public

   [MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"

   Jupyter Notebook 7 2

4. counterfactual-contrastive counterfactual-contrastive Public

   Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and "Counterfactual contrastive learning: robust representation…

   Python 23 3

5. shift_identification shift_identification Public

   Code for 'Automatic dataset shift identification to support root cause analysis of AI performance drift', MICCAI 2025

   Jupyter Notebook 7 1

6. flow-ssn flow-ssn Public

   [ICCV 2025] Code for "Flow Stochastic Segmentation Networks"

   Python 17 1