Del i serien Methods in Molecular Biology

Microarray Bioinformatics

Inbunden, Engelska, 2019

AvVerónica Bolón-Canedo,Amparo Alonso-Betanzos

3 029 kr

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This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis.

Produktinformation

Utgivningsdatum2019-05-22
Mått178 x 254 x 23 mm
Vikt787 g
FormatInbunden
SpråkEngelska
SerieMethods in Molecular Biology
Antal sidor299
FörlagHumana Press Inc.
ISBN9781493994410

Tillhör följande kategorier

Biovetenskap inom Naturvetenskap och teknik

1. Introduction to bioinformatics.- 2. Protocol for DNA microarrays on glass slides.- 3. Data warehousing with TargetMine for omics data analysis.- 4. A review of microarray datasets: where to find them and specific characteristics.- 5. Statistical analysis of microarray data.- 6. Feature selection applied to microarray data.- 7. Cluster analysis of microarray data.- 8. Classification of microarray data.- 9. Microarray data normalization and robust detection of rhythmic features.- 10. HPC tools to deal with microarray data.- 11. ROC curves for the statistical analysis of microarray data.- 12. Missing values imputation algorithms for microarray gene expression data.- 13. Computer tools to analyze microarray data.- 14. Challenges and future trends for microarray analysis.

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