Advanced machine learning techniques for microarray spot quality classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
http://link.springer.com/content/pdf/10.1007/s00521-010-0342-3.pdf
Reference20 articles.
1. Schena M, Shalon D, Davis R, Brown P (1995) Quantitative monitoring of gene expression patterns with complementary DNA microarray. Science 270:467–470
2. Hautaniemi S, Edgren H, Vesanen P, Wolf M, Järvinen AK, Yli-Harja O, Astola J, Kallioniemi O, Monni O (2003) A novel strategy for microarray quality control using Bayesian networks. Bioinformatics 19(16):2031–2038
3. Nanni L, Lumini A (2007) Ensemblator: an ensemble of classifiers for reliable classification of Biological Data. Pattern Recogn Lett 28(5):622–630
4. Bylesjö M, Eriksson D, Sjödin A, Sjöström M, Jansson S, Antti H, Trygg J (2005) MASQOT: a method for cDNA microarray spot quality control. BMC Bioinformatics 6:250. doi: 10.1186/1471-2105-6-250
5. Brown C, Goodwin P, Sorger P (2001) Image metrics in the statistical analysis of DNA microarray data. Proc Natl Acad Sci USA 98:8944–8949
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