Yue Wang

Yue Wang received his B.S. and M.S. degrees in electrical and computer engineering from Shanghai Jiao Tong University, in 1984 and 1987, respectively. He received his Ph.D. degree in electrical engineering from University of Maryland Graduate School in 1995. In 1996, he was a Postdoctoral Fellow at Georgetown University School of Medicine. From 1996 to 2003, he was an Assistant and later Associate Professor of electrical engineering, the Catholic University of America, Washington DC. In 2003, he joined Virginia Polytechnic Institute and State University (Virginia Tech), Arlington, Va, and is currently a Professor of electrical, computer, and biomedical engineering. He is also an Affiliated Faculty Member of the Johns Hopkins Medical Institutions. He became a Fellow of The American Institute for Medical and Biological Engineering (AIMBE) in 2004. His research interests focus on computational intelligence, machine learning, pattern recognition, statistical visualization, and advanced imaging and image analysis, with applications to bioinformatics, computational biology, and biomedical imaging.

Biography Updated on 29 August 2006

Personal Home Page

http://www.ece.vt.edu/faculty/ywang.html

Articles in Scholarly Journals [Incomplete List]

  1. Pattern Expression Nonnegative Matrix Factorization: Algorithm and Applications to Blind Source Separation
    Computational Intelligence and Neuroscience, vol. 2008, Article ID 168769, 10 pages, 2008
  2. Improved Diagnostics Using Polarization Imaging and Artificial Neural Networks
    International Journal of Biomedical Imaging, vol. 2007, Article ID 74143, 11 pages, 2007
  3. VISDA: an open-source caBIGTM analytical tool for data clustering and beyond
    Bioinformatics, vol. 23, no. 15, pp. 2024–2027, 2007
  4. Gene Selection for Multiclass Prediction by Weighted Fisher Criterion
    EURASIP Journal on Bioinformatics and Systems Biology, vol. 2007, Article ID 64628, 15 pages, 2007
  5. Multisensor Processing for Signal Extraction and Applications
    EURASIP Journal on Applied Signal Processing, vol. 2006, Article ID 26508, 3 pages, 2006
  6. Modeling and Reconstruction of Mixed Functional and Molecular Patterns
    International Journal of Biomedical Imaging, vol. 2006, Article ID 29707, 9 pages, 2006
  7. Nonrigid Medical Image Registration by Finite-Element Deformable Sheet-Curve Models
    International Journal of Biomedical Imaging, vol. 2006, Article ID 73430, 9 pages, 2006
  8. 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
  9. Optimized multilayer perceptrons for molecular classification and diagnosis using genomic data
    Bioinformatics, vol. 22, no. 6, pp. 755–761, 2006
  10. Discontinuity-Embedded Deformable Models for Surface Reconstruction From Range Images
    IEEE Signal Processing Letters, vol. 12, no. 12, pp. 805–808, 2005
  11. Evaluation of gene expression profile of keratinocytes in response to JP-8 jet fuel
    Toxicology and Applied Pharmacology, vol. 200, no. 2, pp. 93–102, 2004
  12. Non-Rigid Image Registration by Neural Computation
    The Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, vol. 37, no. 2/3, pp. 237–246, 2004
  13. Output-threshold coupled neural network for solving the shortest path problems
    Science in China Series F, vol. 47, no. 1, p. 20, 2004
  14. Gene selection in class space for molecular classification of cancer
    Science in China Series F, vol. 47, no. 3, p. 301, 2004
  15. Editorial
    EURASIP Journal on Applied Signal Processing, vol. 2004, no. 4, pp. 427–429, 2004
  16. Discriminatory Mining of Gene Expression Microarray Data
    The Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, vol. 35, no. 3, pp. 255–272, 2003
  17. In vivo filtering of in vitro expression data reveals MyoD targets
    Comptes Rendus Biologies, vol. 326, no. 10-11, pp. 1049–1065, 2003
  18. Antiestrogen resistance in breast cancer and the role of estrogen receptor signaling
    Oncogene, vol. 22, no. 47, Article ID 1206937, 23 pages, 2003
  19. Iterative normalization of cDNA microarray data
    IEEE Transactions on Information Technology in Biomedicine, vol. 6, no. 1, pp. 29–37, 2002
  20. A multiple circular path convolution neural network system for detection of mammographic masses
    IEEE Transactions on Medical Imaging, vol. 21, no. 2, pp. 150–158, 2002
  21. Information-theoretic matching of two point sets
    IEEE Transactions on Image Processing, vol. 11, no. 8, pp. 868–872, 2002
  22. Computerized radiographic mass detection. II. Decision support by featured database visualization and modular neural networks
    IEEE Transactions on Medical Imaging, vol. 20, no. 4, pp. 302–313, 2001
  23. Magnetic resonance image analysis by information theoretic criteria and stochastic site models
    IEEE Transactions on Information Technology in Biomedicine, vol. 5, no. 2, pp. 150–158, 2001
  24. Computerized radiographic mass detection. I. Lesion site selection by morphological enhancement and contextual segmentation
    IEEE Transactions on Medical Imaging, vol. 20, no. 4, pp. 289–301, 2001
  25. A Computerized Simulation for Prostate Needle Biopsy
    Simulation & Gaming, vol. 32, no. 3, pp. 391–403, 2001
  26. Automatic detection of foreign objects in computed radiography
    Journal of Biomedical Optics, vol. 5, no. 4, p. 425, 2000
  27. Probabilistic principal component subspaces: a hierarchical finite mixture model for data visualization
    IEEE Transactions on Neural Networks, vol. 11, no. 3, pp. 625–636, 2000
  28. A blockwise relaxation labeling scheme and its application to edge detection in cardiac MR image sequences
    International Journal of Imaging Systems and Technology, vol. 9, no. 5, pp. 340–350, 1998
  29. Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach
    IEEE Transactions on Image Processing, vol. 7, no. 8, pp. 1165–1181, 1998
  30. Data mapping by probabilistic modular networks and information-theoretic criteria
    IEEE Transactions on Signal Processing, vol. 46, no. 12, pp. 3378–3397, 1998
  31. The Journal of VLSI Signal Processing, vol. 18, no. 3, pp. 219–239, 1998
  32. Automatic threshold selection using histogram quantization
    Journal of Biomedical Optics, vol. 2, no. 2, p. 211, 1997
  33. Finger tracking for breast palpation quantification using color image features
    Optical Engineering, vol. 36, no. 12, p. 3455, 1997
  34. Numerical verification of time-domain moment method in ultrasound tomography
    Journal of Biomedical Optics, vol. 1, no. 3, p. 324, 1996