Michelle Yongmei Wang

Associate Professor

Research Interests

  • Statistical/mathematical methods, machine learning and data mining
  • Signal and image processing, computation, and analysis
  • Quantitative, cognitive, and health psychology
  • Precision medicine

Education

Ph.D. from Yale University

Additional Campus Affiliations

Associate Professor, Statistics
Associate Professor, Beckman Institute for Advanced Science and Technology
Associate Professor, Bioengineering

Recent Publications

Zwilling, C. E., & Wang, M. Y. (2016). Covariance based outlier detection with feature selection. In 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016 (pp. 2606-2609). [7591264] (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 2016-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC.2016.7591264

Zwilling, C. E., & Wang, M. Y. (2014). Multivariate voronoi outlier detection for time series. In 2014 IEEE Healthcare Innovation Conference, HIC 2014 (pp. 300-303). [7038934] (2014 IEEE Healthcare Innovation Conference, HIC 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/HIC.2014.7038934

Vo, L. T. K., Walther, D. B., Kramer, A. F., Erickson, K. I., Boot, W. R., Voss, M. W., ... Wang, M. Y. (2011). Predicting individuals' learning success from patterns of pre-learning MRI activity. PloS one, 6(1), [e16093]. https://doi.org/10.1371/journal.pone.0016093

Sakoğlu, Ü., Pearlson, G. D., Kiehl, K. A., Wang, M. Y., Michael, A. M., & Calhoun, V. D. (2010). A method for evaluating dynamic functional network connectivity and task-modulation: Application to schizophrenia. Magnetic Resonance Materials in Physics, Biology and Medicine, 23(5-6), 351-366. https://doi.org/10.1007/s10334-010-0197-8

Wang, M. Y., & Xia, J. (2009). Unified framework for robust estimation of brain networks from fMRI using temporal and spatial correlation analyses. IEEE Transactions on Medical Imaging, 28(8), 1296-1307. [4785525]. https://doi.org/10.1109/TMI.2009.2014863

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