Expertise

Research Projects

  • Time-frequency Analysis of Scalp EEG Signals
  • Analysis of Cardiac Magnetic Resonance Images via Statistical Learning and Deep Learning
  • Brain-wide Calcium Imaging Video Analysis: Epilepsy Diagnosis and Seizure Prediction

Her research interests are in areas of Data Science, Machine Learning, and Data-driven computing, including computational statistics, image and signal processing, modeling large-scale data, and cluster analysis.

Research and Teaching Interests

  • Data Science, Machine Learning, Deep Learning, and Computational Statistics, including signal processing, image processing, spatio-temporal analysis.
Past Affiliations

Assistant Professor, College of Sciences and Mathematics, Auburn University

Communities
Statistics, Mathematics
Degrees
PhD, University of California, Davis, Statistics, 2019
MS, University of California, Davis, Statistics, 2017
BS, Shandong University, China, Economics Science in Finance, 2014
BS, Shandong University, China, Mathematics, 2014
Keywords
mri machine learning applied statistics data science