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  1. 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

  2. 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 2

  3. kitbransby.github.io kitbransby.github.io Public

    HTML

  4. Neural_Mean_Discrepancy Neural_Mean_Discrepancy Public

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

    Jupyter Notebook

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

    Under review at MICCAI workshop ASMUS

    Python

  6. BackMix BackMix Public

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

    Python