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1. GCA GCA Public

   This repository is code for debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods robustness agains adversarial attacks

   Jupyter Notebook

2. GCA-torch GCA-torch Public

   This is the pytorch version of previously proposed GCA algorithm. Debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods rob…

   Jupyter Notebook

3. DALP DALP Public

   This is the implementation of Diffusion Model for Active Lesion Prediction (DALP) accepted for poster presentation at ISBI 2024

   Python 1

4. Automatic-Multiple-Sclerosis-Lesion-Tracking Automatic-Multiple-Sclerosis-Lesion-Tracking Public

   MS Lesion Tracking with unsupervised learning methods. Used Non-Linear Dimensionality Reduction Techniques to track MS lesions in Brain MRI images

   Jupyter Notebook

5. Diff-GCA Diff-GCA Public

   This is the implementation of our Diffusion based Generative Counterfactual Augmentation Framework

   Python

6. LCA LCA Public

   This is the PyTorch implementation of Latent Counterfactual Augmentations

   Jupyter Notebook