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Related Experiment Videos

Reproducible clusters from microarray research: whither?

Nikhil R Garge1, Grier P Page, Alan P Sprague

  • 1Medical College of Georgia, 1120 15th Street, Ca4100, Augusta, GA 30912, USA,

BMC Bioinformatics
|July 20, 2005
PubMed
Summary
This summary is machine-generated.

Clustering algorithms show low reproducibility in microarray data, with stability increasing with sample size. Results suggest potential issues with data structure, algorithms, or small sample sizes in typical microarray research.

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Area of Science:

  • Bioinformatics and Computational Biology
  • Statistical Learning and Data Mining