Microarray image and data analysis : theory and practice /

Microarray Image and Data Analysis: Theory and Practice is a compilation of the latest and greatest microarray image and data analysis methods from the multidisciplinary international research community. Delivering a detailed discussion of the biological aspects and applications of microarrays, the...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Rueda, Luis (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : CRC Press/Taylor and Francis, 2014.
Colección:Digital imaging and computer vision series.
Temas:
Biotechnology > Data processing.
Image processing.
Protein microarrays.
Biotechnology.
Bioengineering.
Electronic data processing.
Computer science.
Biotechnology
Electronic Data Processing
Oligonucleotide Array Sequence Analysis
Image Processing, Computer-Assisted
Biotechnologie > Informatique.
Traitement d'images.
Puces à protéines.
Biotechnologie.
Informatique.
image processing.
bioengineering.
data processing.
computer science.
SCIENCE > Life Sciences > Biochemistry.
Electronic data processing
Computer science
Bioengineering
Biotechnology > Data processing
Image processing
Protein microarrays
Microarray
DNS
Bildverarbeitung
Datenanalyse
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Front Cover; Dedication; Contents; Preface; Editor; Contributors; 1. Introduction to Microarrays; 2. Biological Aspects: Types and Applications of Microarrays; 3. Gridding Methods for DNA Microarray Images; 4. Machine Learning-Based DNA Microarray Image Gridding; 5. Non-Statistical Segmentation Methods for DNA Microarray Images; 6. Statistical Segmentation Methods for DNA Microarray Images; 7. Microarray Image Restoration and Noise Filtering; 8. Compression of DNA Microarray Images; 9. Image Processing of Affymetrix Microarrays; 10. Treatment of Noise and Artifacts in Affymetrix Arrays.
  • 11. Quality Control and Analysis Algorithms for Tissue Microarrays as Biomarker Validation Tools12. CNV-Interactome-Transcriptome Integration to Detect Driver Genes in Cancerology; 13. Mining Gene-Sample-Time Microarray Data; 14. Systematic and Stochastic Biclustering Algorithms for Microarray Data Analysis; 15. Reconstruction of Regulatory Networks from Microarray Data; 16. Multidimensional Visualization of Microarray Data; 17. Bioconductor Tools for Microarray Data Analysis; Color Insert.

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