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 microarray...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press
[2014].
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| Colección: | Digital imaging and computer vision series
Digital Imaging and Computer Vision |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009633559906719 |
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
