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General Information

Full Name Xuzhe Zhang
Languages English, Mandarin Chinese

Education

  • 2020-25
    Ph.D. in Biomedical Engieering
    Columbia University, New York, US
  • 2018-19
    M.S. in Biomedical Engieering
    Columbia University, New York, US
  • 2014-18
    B.Eng. in Biomedical Engieering
    Northeastern University, Shenyang, CN

Open Source Projects

  • 2024
    MAPSeg
    • CVPR2024, Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
  • 2023
    Online Infant Neuroimaging Analysis platform
    • An ongoing effort to facilitate neuroscience and early brain development studies by providing robust segmentation and quantification of subcortical regions via a web-based platform powered by AWS.
  • 2022
    PTNet3D
    • A 3D image synthesis (T1w MRI -> T2w MRI or vice versa) framework for infant brain MRI based on transformers.

Research Interests

  • Deep learning and computer vision
    • How to make model a generalist agent in medical image analysis (in-context learning in vision model for medical image analysis)
  • Medical image analysis
    • Develop open-source frameworks to facilitate medical image processing, quantification, and interpretation
  • Neuro- imaging and science
    • How can we better study brain and neurodevelopment using neuroimaging