| Description |
1 online resource (516 pages) : illustrations |
| Series |
Digital imaging and computer vision series |
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Digital imaging and computer vision series.
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| Contents |
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 |
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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 |
| Summary |
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 book:Describes the key stages of image processing, gridding, segmentation, compression, quantification, and normalizationFeatures cutting-edge approaches to clustering, biclustering, and the reconstruction of regulatory networksCovers different ty |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Biotechnology -- Data processing
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Image processing.
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Protein microarrays.
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Biotechnology.
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Bioengineering.
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Electronic data processing.
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Computer science.
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Biotechnology
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Electronic Data Processing
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Oligonucleotide Array Sequence Analysis
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Image Processing, Computer-Assisted
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image processing.
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bioengineering.
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data processing.
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computer science.
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SCIENCE -- Life Sciences -- Biochemistry.
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Electronic data processing
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Computer science
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Biotechnology
|
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Bioengineering
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Biotechnology -- Data processing
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Image processing
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Protein microarrays
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Microarray
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DNS
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Bildverarbeitung
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Datenanalyse
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| Form |
Electronic book
|
| Author |
Rueda, Luis, editor.
|
| ISBN |
1306502683 |
|
9781306502689 |
|
9781466586871 |
|
1466586877 |
|
1466586826 |
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9781466586826 |
|
