UW Biiostatistics & Medical Informatics UW Biostatistics & Medical Informatics UW Madison UW Biostatistics & Medical Informatics Site Map
UW School of Medicine and Public Health UW Madison


 



 
Vikas Singh

Assistant Professor
Department of Biostatistics and Medical Informatics
Ph.D. 2007, Computer Science and Engineering,
State University of New York at Buffalo
 
7655 Medical Sciences Center
1300 University Ave
Madison, WI 53726-2397
 

vsingh at biostat dot wisc dot edu
608-262-6675

 
   
 
Research Interests
Biomedical Image Analysis, Discrete Optimization in Computer Vision and
Learning in context of biomedical problems.
 
Selected Publications

V. Singh, L. Mukherjee, J. Peng, J. Xu, "Ensemble Clustering using
Semidefinite Programming", Proceedings of Advances in Neural Information
Processing Systems (NIPS), December, 2007.

V. Singh, P. M. Dinu, L. Mukherjee, J. Xu, K. R. Hoffmann, "Limited view
CT reconstruction via constrained metric labeling", Proceedings of IEEE
Computer Society Workshop on Mathematical Methods in Biomedical Image
Analysis (IEEE MMBIA), October, 2007.

L. Mukherjee, V. Singh, J. Peng, J. Xu, M. J. Zeitz, R. Berezney,
"Generalized Median Graphs: Theory and Applications", Proceedings of
IEEE International Conference on Computer Vision (IEEE ICCV), October, 2007.


V. Singh, L. Mukherjee, J. Xu, K. R. Hoffmann, P. M. Dinu, M. Podgorsak,
"Brachytherapy Seed Localization using Geometric and Linear Programming
Techniques", IEEE Transactions on Medical Imaging (IEEE-TMI), Special
Issue on Mathematical Methods in Biomedical Image Analysis, Volume
26(9), September, 2007.


V. Singh, J. Xu, K. R. Hoffmann, G. Xu, Z. Chen, A. Gopal, "Towards a
theory of a Solution Space for the Biplane Imaging Geometry problem",
Medical Physics, Volume 33(10), October, 2006.


L. Mukherjee, V. Singh, J. Xu, K. Malyavantham, R. Berezney, "On
Mobility Analysis of Functional Sites from Time Lapse microscopic image
sequences of living Cell Nucleus", Proceedings of Medical Image
Computing and Computer Assisted Intervention (MICCAI), October, 2006.

     
 

 

UW Madison, Stem Cell Tour UW Madison, Odyssey Project UW Madison, Neuroscience

Internal Use | Site Map | Search |
Overview | People | Training | Research | Seminars | Employment | Links |
Biostatistics Program | Clinical Trials Program | Medical Informatics Program | Biomedical Computing |

Copyright © 2006 The Board of Regents of the
University of Wisconsin System

 

UW Madison UW School of Medicine and Public Health