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ZerojumpLine/README.md

Hi there, this is Zeju Li.

About me

  • 💼 Post-Doctoral Researcher at Unversity of Oxford. Here are my personal website and Google Scholar.

  • 📈 I provide solutions for medical image analysis and computer vision tasks using neural networks.

  • 👯 Open to collaborate on building AI tools to solve real-world problems.

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  1. JCSAugment JCSAugment Public

    [TMI2023] Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.

    Jupyter Notebook 6 2

  2. CoLab CoLab Public

    [TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.

    Python 19 2

  3. ModelEvaluationUnderClassImbalance ModelEvaluationUnderClassImbalance Public

    [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.

    Jupyter Notebook 11

  4. OverfittingUnderClassImbalance OverfittingUnderClassImbalance Public

    [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.

    Python 21 2

  5. DecGAN DecGAN Public

    [MICCAI2019 & TMI2020] Chest X-Ray Decomposition with Unpaired CT Knowledge.

    Python 18 4

  6. DeepVolume DeepVolume Public

    [TCybern2019] Brain MRI Super-Resolution based on Thick-Section MR Images from Two Planes.

    Python 11 1