Microarray Image Analysis and Gene Expression Ratio Statistics Chapter uri icon

abstract

  • © 2006 Springer Science+Business Media, Inc. All rights reserved. 4. Conclusions: Various image analysis issues have been addressed: target segmentation, background detection, target detection, and intensity measurement. Since microarray technology is still under development and image quality varies considerably, a robust and precise image analysis algorithm that reduces background interference and extracts precise signal intensity and expression ratios for each gene is critical to the success of further statistical analysis. The overall methodology discussed in this chapter has been developed and enhanced through five years of experience working with cDNA microarray images. It continues to be expanded and revised as new issues arise.

author list (cited authors)

  • Chen, Y., Dougherty, E. R., Bittner, M. L., Meltzer, P., & Trent, J.

citation count

  • 0

Book Title

  • Computational and Statistical Approaches to Genomics

publication date

  • January 2006