Welcome!

Ning Cao's homepage

I am a Ph.D. student of HiPSCCS and CMIDA lab, Department of Computer Science, University of Kentucky.

Teaching (TA)

Fall 2007, CS537 with Grzegorz W. Wasilkowski and CS570 with Raphael Finkel.

Spring 2008, CS221 with Ryan McKenzie.

Fall 2008, CS221 with Debby Keen.

Research

I am working on medical imaging processing. My research interest includes the following:

  • Recovering fiber directions using High Angular Resolution Diffusion Imaging.
  • Measuring the diversity of brain tissues across a population using Diffusion-Weighted MRI and T1 images.

Publications

Conference Paper

  • Cheng Qin, Ning Kang, Ning Cao. "Performance evaluation of anisotropic diffusion simulation based tractography on phantom images.". ACM Southeast Regional Conference 2007: 521-522. (.bib)
  • Ning Cao, Qi Zhuang, Xuwei Liang, Ruiwang Huang and Jun Zhang. "Computing White Matter Fiber Orientations in High Angular Resolution Diffusion-Weighted MRI". Proceedings of the First IEEE International Conference on Bioinformatics and Biomedical Engineering (ICBBE 2007): 752-755, Wuhan, China, July 6-8, 2007.(.bib)
  • Ning Cao, Brian T. Gold, and Jun Zhang. "Partial Volume Effect of Cingulum Tract in Diffusion-Tensor MRI". SPIE Medical Imaging 2008: Physiology, Function, and Structure from Medical Images: San Diego, California, Feb. 2008.(Preceedings of SPIE, Vol. 6916, 69161U (2008); doi: 10.1117/12.770962)

Technical Reports

  • Xuwei Liang, Ning Cao, and Jun Zhang. "DTI Fiber Tract-Oriented Quantitative and Visual Analysis of White Matter Integrity". Technical Report CMIDA-HiPSCCS 002-08: Department of Computer Science, University of Kentucky, KY, 2008.
  • Ning Cao, Qi Zhuang, Xuwei Liang, Ruiwang Huang, and Jun Zhang. "Computing White Matter Fiber Orientations in High Angular Resolution Diffusion-Weighted MRI". Technical Report No. 481-07: Department of Computer Science, University of Kentucky, KY, 2007.
  • Jun Zhang, Hao Ji, Ning Kang, and Ning Cao. "Fiber tractography in diffusion tensor magnetic resonance imaging: a survey and beyond.". Technical Report No. 437-05: Department of Computer Science, University of Kentucky, KY, 2005.

Presentations

  • "Computing White Matter Fiber Orientations using BiGaussian model in High Angular Resolution Diffusion-Weighted MRI". International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2007), Chicago, Illinois, USA, June 20-23, 2007.

Tools

  • MRIcro: Medical image viewer. (link)
  • FSL: Image analysis and statistical tools for fMRI, MRI and DTI. (link)
  • MayaVi: A free, easy to use scientific data visualizer. (link)

Coding for research

Languages:

  • C/C++: most console programs.
  • Perl: simple scripts to execute other programs.
  • Python, TCL: simple programs invoking VTK.
  • Matlab: computation, prototype and visualization.

Toolkits:

  • VTK: The Visualization Toolkit. (link)
  • ITK: The Segmentation and Registration Toolkit. (link)