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cherise215/README.md

Hi there, this is Cherise Chen 👋

About me

  • 💼 Lecturer in Computer Vision at the U of Sheffield/Visiting research fellow at U of Oxford/Honorary research fellow at Imperial College London

  • 📫 Past: Post-Doctoral Researcher at the University of Oxford. Here are my personal website and Google Scholar.

  • 📈 I have expertise in building robust, domain-generalizable machine-learning algorithms to facilitate medical image analysis.

  • ✨ In the past five years, I have published ~30 papers with a Google citation of 2k+ with an h-index of 20.

  • 🔭 I have won several top international medical image segmentation challenges!

  • 👯 Open to collaboration on AI for healthcare applications. Interested research topics including but are not limited to adversarial machine learning, robust optimization, and multi-modal learning.

Pinned

  1. MaxStyle MaxStyle Public

    [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation

    Jupyter Notebook 31

  2. Cooperative_Training_and_Latent_Space_Data_Augmentation Cooperative_Training_and_Latent_Space_Data_Augmentation Public

    [MICCAI 2021 Oral] Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation

    Jupyter Notebook 34 6

  3. advchain advchain Public

    [Medical Image Analysis] Adversarial Data Augmentation with Chained Differentiable Transformations (AdvChain)

    Jupyter Notebook 54 7

  4. CardiacMRSegmentation CardiacMRSegmentation Public

    [Robust cardiac MR image segmentation foundation model] This code contains the most powerful cardiac segmentation model trained from UK biobank dataset with superior performance on out-of-domain da…

    7

  5. atria_segmentation_2018 atria_segmentation_2018 Public

    [STACOM 2018] Multi-task Learning for Left Atrial Segmentation on GE-MRI. This repository contains training and testing code for atrial segmentation challenge 2018.

    Python 22 3

  6. AdvBias AdvBias Public

    [MICCAI 2020 Oral] Realistic Adversarial Data Augmentation for MR Image Segmentation

    Jupyter Notebook 15 1