Michelle Yongmei Wang, Associate Professor

19982016
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Personal profile

Creative/Performing Interests

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

Education/Academic qualification

Ph.D., Yale University

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Research Output 1998 2016

Covariance based outlier detection with feature selection

Zwilling, C. E. & Wang, M. Y., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2606-2609 4 p. 7591264. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Informatics
Time series
Health

Multivariate voronoi outlier detection for time series

Zwilling, C. E. & Wang, M. Y., Feb 10 2014, 2014 IEEE Healthcare Innovation Conference, HIC 2014. Institute of Electrical and Electronics Engineers Inc., p. 300-303 4 p. 7038934. (2014 IEEE Healthcare Innovation Conference, HIC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Data Mining
Health Services Research
Data mining
Biomedical Research

Predicting individuals' learning success from patterns of pre-learning MRI activity

Vo, L. T. K., Walther, D. B., Kramer, A. F., Erickson, K. I., Boot, W. R., Voss, M. W., Prakash, R. S., Lee, H., Fabiani, M., Gratton, G., Simons, D. J., Sutton, B. P. & Wang, M. Y., Feb 2 2011, In : PloS one. 6, 1, e16093.

Research output: Contribution to journalArticle

Magnetic resonance imaging
learning
Individuality
Learning
Neuroimaging

A method for evaluating dynamic functional network connectivity and task-modulation: Application to schizophrenia

Sakoğlu, Ü., Pearlson, G. D., Kiehl, K. A., Wang, M. Y., Michael, A. M. & Calhoun, V. D., Jan 1 2010, In : Magnetic Resonance Materials in Physics, Biology and Medicine. 23, 5-6, p. 351-366 16 p.

Research output: Contribution to journalArticle

Schizophrenia
Magnetic Resonance Imaging
Cognition
Theoretical Models
Brain

Efficient moments-based permutation tests

Zhou, C., Wang, H. J. & Wang, M. Y., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 2277-2285 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistics
Computational efficiency