Microarray data simulator for improved selection of differentially expressed genes.

  title={Microarray data simulator for improved selection of differentially expressed genes.},
  author={Sunil Singhal and Chris G Kyvernitis and Steven W. Johnson and Larry Robert Kaiser and Michael N. Liebman and Steven M. Albelda},
  journal={Cancer biology & therapy},
  volume={2 4},
The development of microarray technology has allowed researchers to measure expression levels of thousands of genes simultaneously. Analysis of these data requires the best normalization and statistical approaches to account for the biological and technical variability inherent in the technique. To approach this problem we have developed a publicly available simulator of microarray hybridization experiments that can be used to help assess the accuracy of bioinformatic tools in discovering… CONTINUE READING

From This Paper

Topics from this paper.


Publications citing this paper.
Showing 1-10 of 20 extracted citations

A Survey on Boosting High dimensional Feature Selection Classification

E. Kokilamani, Dr. R. Gunavathi
View 1 Excerpt

Booster in High Dimensional Data Classification

IEEE Transactions on Knowledge and Data Engineering • 2016
View 2 Excerpts

Testing and Evaluation of Microarray Image Analysis Software

2008 International Conference on Complex, Intelligent and Software Intensive Systems • 2008
View 1 Excerpt

Similar Papers

Loading similar papers…