Faculty

Xiaoying Tang

Adjunct Assistant Professor

Primary Appointment: Electrical and Computer Engineering

Research Interests

  • Quantitative medical image analysis
  • Neuroimaging
  • Computational anatomy
  • Computational neuroinformatics

Dr. Xiaoying Tang is an Assistant Professor at the SYSU-CMU Joint Institute of Engineering. Before joining SYSU-CMU JIE, she obtained her Ph.D. at the Johns Hopkins University with Dr. Michael I. Miller.

Her research interests are primarily focused on the field of quantitative medical image analysis, neuroimaging, computational anatomy, and computational neuroinformatics. The research topics that she has focused on during  her PhD and the main contributions that have emerged as a result are summarized as follows:

1) Bayesian estimation of biological parameters

2) Diffeomorphometry of anatomical manifolds

3) Learning and parametrization of anatomical manifolds

4) Statistical modeling for biological shape analysis

5) Structural MRI and Diffusion Tensor Imaging analysis

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