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- Title
GeneCluster 2.0: an advanced toolset for bioarray analysis.
- Authors
Reich, M; Ohm, K; Angelo, M; Tamayo, P; Mesirov, J P
- Abstract
GeneCluster 2.0 is a software package for analyzing gene expression and other bioarray data, giving users a variety of methods to build and evaluate class predictors, visualize marker lists, cluster data and validate results. GeneCluster 2.0 greatly expands the data analysis capabilities of GeneCluster 1.0 by adding classification, class discovery and permutation test methods. It includes algorithms for building and testing supervised models using weighted voting and k-nearest neighbor algorithms, a module for systematically finding and evaluating clustering via self-organizing maps, and modules for marker gene selection and heat map visualization that allow users to view and sort samples and genes by many criteria. GeneCluster 2.0 is a stand-alone Java application and runs on any platform that supports the Java Runtime Environment version 1.3.1 or greater.
- Publication
Bioinformatics (Oxford, England), 2004, Vol 20, Issue 11, p1797
- ISSN
1367-4803
- Publication type
Journal Article
- DOI
10.1093/bioinformatics/bth138