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  1. DeepLearning_COVID19 DeepLearning_COVID19 Public

    PyTorch implementation of various state-of-the-art supervised deep learning models for the task of multi-class classification of COVID-19 from chest X-ray imaging.

    Jupyter Notebook 1

  2. SGAN-COVID19 SGAN-COVID19 Public

    PyTorch implementation of a Semi-supervised Generative Adversarial Network (SGAN) for performing multi-class classification of COVID-19.

    Jupyter Notebook

  3. CardiacMRI-Segmentation CardiacMRI-Segmentation Public

    PyTorch implementation of both vanilla segmentation networks (UNet and Attention UNet) and a novel multi-task learning (MTL) UNet. The models are trained to segment the cardiac chambers (right vent…

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  4. PyTorch-CellSegmentation PyTorch-CellSegmentation Public

    PyTorch implementation of variations in the UNet architecture for segmenting overlapped cervical cells in cytological images.

    Python

  5. ITeM-masters-project ITeM-masters-project Public

    Repository containing the results, documentation, and Matlab code developed for my masters thesis.

    MATLAB

  6. sgd.stability sgd.stability Public

    Forked from leiwu0/sgd.stability

    Analyze the dynamic stability of SGD

    Python