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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press/Taylor and Francis,
2014.
|
| Colección: | Digital imaging and computer vision series.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 245 | 0 | 0 | |a Microarray image and data analysis : |b theory and practice / |c edited by Luis Rueda. |
| 260 | |a Boca Raton : |b CRC Press/Taylor and Francis, |c 2014. | ||
| 300 | |a 1 online resource (516 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Digital imaging and computer vision series | |
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a 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. | |
| 505 | 8 | |a 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. | |
| 520 | |a 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. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Biotechnology |x Data processing. | |
| 650 | 0 | |a Image processing. | |
| 650 | 0 | |a Protein microarrays. | |
| 650 | 0 | |a Biotechnology. | |
| 650 | 0 | |a Bioengineering. | |
| 650 | 0 | |a Electronic data processing. | |
| 650 | 0 | |a Computer science. | |
| 650 | 2 | |a Biotechnology | |
| 650 | 2 | |a Electronic Data Processing | |
| 650 | 2 | |a Oligonucleotide Array Sequence Analysis | |
| 650 | 2 | |a Image Processing, Computer-Assisted | |
| 650 | 6 | |a Biotechnologie |x Informatique. | |
| 650 | 6 | |a Traitement d'images. | |
| 650 | 6 | |a Puces à protéines. | |
| 650 | 6 | |a Biotechnologie. | |
| 650 | 6 | |a Informatique. | |
| 650 | 7 | |a image processing. |2 aat | |
| 650 | 7 | |a bioengineering. |2 aat | |
| 650 | 7 | |a data processing. |2 aat | |
| 650 | 7 | |a computer science. |2 aat | |
| 650 | 7 | |a SCIENCE |x Life Sciences |x Biochemistry. |2 bisacsh | |
| 650 | 7 | |a Electronic data processing |2 fast | |
| 650 | 7 | |a Computer science |2 fast | |
| 650 | 7 | |a Biotechnology |2 fast | |
| 650 | 7 | |a Bioengineering |2 fast | |
| 650 | 7 | |a Biotechnology |x Data processing |2 fast | |
| 650 | 7 | |a Image processing |2 fast | |
| 650 | 7 | |a Protein microarrays |2 fast | |
| 650 | 7 | |a Microarray |2 gnd | |
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| 700 | 1 | |a Rueda, Luis, |e editor. | |
| 776 | 0 | 8 | |i Print version: |a Rueda, Luis. |t Microarray Image and Data Analysis : Theory and Practice. |d Hoboken : Taylor and Francis, ©2014 |z 9781466586826 |
| 830 | 0 | |a Digital imaging and computer vision series. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781466586871/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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