Xilin Shen, PhD

Postdoctoral Associate
Mentor: R. Todd Constable

Contact

Address:
Yale University, School of Medicine
Magnetic Resonance Research Center
TAC, N128, 300 Cedar Street
New Haven, Connecticut 06520-8043
United States

Email: xilin.shen@yale.edu
Telephone: (203) 737-5995
Fax: (203) 785-6643

Education

Ph.D. in Electrical Engineering, University of Colorado at Boulder, Dec 2007
M.S. in Electrical Engineering, University of Colorado at Boulder, June 2004
B.S. in Electrical Engineering, Zhejiang University, China, June 2002

Please click here for Curriculum Vitae

Research Interests

Functional Magnetic Resonance Imaging data analysis; image noise removal,; image segmentation and object detection; linear and nonlinear dimension reduction algorithms; supervised/unsupervised classification, multivariate analysis, data mining, and machine learning.

Selected Publications

1. X. Shen, F. G. Meyer, "Low Dimensional Embedding of fMRI datasets", NeuroImage, volume 41, pages 886-902, 2008.
2. F. G. Meyer, X. Shen, "Classification of fMRI time series in a low-dimensional subspace with a spatial prior", IEEE Transactions on Medical Imaging, volume 27, pages 87-98, 2007.
3. P. Naveau, M. Genton, X. Shen, "A Skewed Kalman Filter", Journal of Multivariate Analysis, Vol. 94.

For a further list of Shen's publications, please see PubMed.