Jason Xuan, Ph.D.

Associate Professor
Electrical and Computer Engineering

Virginia Tech
Advanced Research Institute
4300 wilson Blvd., Suite 750
Arlington, VA 22203

703-387-6057
xuan@vt.edu

EDUCATION:

• B.S., Electrical Engineering, University of Zhejiang, Hangzhou China, 1985

• M.S., Electrical Engineering, University of Zhejiang, Hangzhou, China, 1998

• Ph.D., Electrical Engineering, University of Zhejiang, Hangzhou China, 1991

• Ph.D., Electrical and Computer Science, University of Maryland Graduate School, 1997

RECENT PUBLICATIONS:

• J. Xuan, Y. Wang, Y. Dong, Y. Feng, B. Wang, J. Khan, M. Bakay, Z. Wang, S.  Winokur, L. Pachman, R. Clarke and E.  Hoffman “Gene selection for  multiclass prediction by weighted Fisher criterion,” EURASIP J. on Bioinformatics and Systems  Biology, Volume 2007 (2007), Article ID 64628, 15 pages

• J. Xuan, U. Klimach, H. Zhao, Q. Chen, Y. Zou and Y. Wang, “Improved Diagnostics Using Polarization Imaging and Artificial Neural Networks,” Int’l J. Biomedical Imaging, 2007. (In press)

• J. Xuan, Y. Wang, E. Hoffman and R. Clarke, “Cross Phenotype Normalization of Microarray Data,”Frontier in Bioscience, 2007. (Accepted)

• J. Xuan, T. Adali, Y. Wang and E. Siegel, “Automatic Detection of Foreign Objects in Computed Radiography,” Journal of Biomedical Optics, Vol.5, No. 4, pp.425-431, 2000.

• Y. Wang, T. Adali, J. Xuan and Z. Szabo, “Magnetic Resonance Image Analysis by Information Theoretic Criteria and Stochastic Site Models,” IEEE Trans. On Information Technology in Biomedicine, vol. 5, no. 2, pp. 150-158, 2001.

• J. Xuan, T. Adali, Y. Wang, W. Hayes, J. Lynch, M. Freedman and S. K. Mun, “A Computerized Simulation for Prostate Needle Biopsy,” Simulation and Gaming, Vol. 32, No. 3, pp. 391-403, 2001.

• Z. Wang, Y. Wang, J. Lu, S.-Y. Kung, J. Zhang, R. Lee, J. Xuan, J. Khan and R. Clarke, “Discriminatory Mining of Gene Expression Microarray Data,” Journal of VLSI Signal Processing Systems, vol. 35, no. 3, pp. 255-272, Nov. 2003.

• R. Srikanchana, J. Xuan, M. Freedman, C. Nguyen and Y. Wang, “Non-Rigid Image Registration by Neural Computation,” Journal of VLSI Signal Processing Systems, vol. 37, no. 2-3, pp. 237-246, June-July 2004.

• H. W. Ressom, J. Xuan, Y. Wang and R. Clarke, “Machine Learning Methods for Microarray Data Classification,” Trans. Integrated Biomed. Informatics & Enabling Tech. Symp., 2005.

• J. Xuan, Y. Wang, Q. Zheng and T. Adali, “Discontinuity-Embedded Deformable Models for Surface Reconstruction From Range Images,” IEEE Signal Processing Letters, vol. 12, no. 12, pp. 805-808, 2005.

• J. Xuan, Y. Wang, M. Freedman, T. Adali and P. G. Shields, “Nonrigid Medical Image Registration by Deformable Sheet-Curve Models,” International Journal of Biomedical Imaging, vol. 2006, Article ID 73430, pp. 1-9, 2006.

• Y. Wang, J. Xuan, R. Srikanchana and P. L. Choyke, “Modeling and Reconstruction of Mixed Functional and Molecular Patterns,” International Journal of Biomedical Imaging, vol. 2006, Article ID 29707, pp. 1-9, 2006.

• M. Bakay, G. Melcon, Z. Wang, L. Schiltz, J. Xuan, et al., Y. Wang and E. P. Hoffman, “Nuclear Envelope Dystrophies Show A Transcriptional Fingerprint Suggesting Disruption of Rb-MyoD Pathways in Muscle Regeneration,” Brain, vol. 129, no. 4, pp. 996-1013, 2006.

• Z. Wang, Y. Wang, J. Xuan, Y. Dong, M. Bakay, Y. Feng, R. Clarke and E. P. Hoffman, “Optimized Multilayer Perceptrons for Molecular Classification and Diagnosis Using Genomic Data,” Bioinformatics, vol. 22, no. 6, pp. 755-761, 2006.

• J. Xuan, E. Hoffman, R. Clarke and Y. Wang, “An Iterative Nonlinear Regression Method for Microarray Data Normalization,” submitted to Applied Bioinformatics, 2006.

• J. Xuan, Y. Wang, Y. Dong, J. Khan, M. Bakay, Z. Wang, S. Winokur, L. Pachman, R. Clarke and E. Hoffman “Gene selection for multiclass prediction by weighted Fisher criterion,” submitted to EURASIP J. on Bioinformatics and Systems Biology, 2006.

• J. Xuan, Y. Wang, E. Hoffman and R. Clarke, “Cross Phenotype Normalization of Microarray Data,” submitted to Frontier in Bioscience, 2006.

• J. Xuan, U. Klimach, H. Zhao, Q. Chen, Y. Zou and Y. Wang, “A Prototyped Polarization Imaging System for Improved Diagnostics,” submitted to J. Biomedical Optics, 2006.

• H. Li, J. Xuan, Y. Wang and M. Zhang, “Inferring Signaling Networks,” submitted to Frontier in Bioscience, 2006

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