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1. POLYCORE POLYCORE Public

   Polygon-based Contour Refiner (POLYCORE): a method that addresses topological error using the relational inductive bias of graph networks while also optimising for pixel level accuracy using vector…

   Python

2. BackMix BackMix Public

   'BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision' (MICCAI, 2024)

   Python 2

3. Joint_Graph_Segmentation Joint_Graph_Segmentation Public

   Novel architecture for graph segmentation networks which leverage the benefits of both dense- and point- based algorithms to improve segmentation accuracy while maintaining anatomical plausibility

   Jupyter Notebook 3

4. Localised-Elastic-Deformation Localised-Elastic-Deformation Public

   Elastic Deformation that is localised to a specific position on a segmentation mask. Enables smooth augmentation by enlarging or reducing size of segmentation area without distorting nearby pixels

   Python 3

5. class-incremental-learning-echo class-incremental-learning-echo Public

   Under review at MICCAI workshop ASMUS

   Python 1

6. Neural_Mean_Discrepancy Neural_Mean_Discrepancy Public

   Implementation of 'Neural Mean Discrepancy for Efficient Out-of-Distribution Detection' (CVPR, 2022)

   Jupyter Notebook 1