 | Название: | Microarray Image Analysis: An Algorithmic Approach (Chapman & Hall/CRC Computer Science & Data Analysis) |
| Автор: | Karl Fraser, Zidong Wang, Xiaohu Liu | |
| Год: | 2010 | |
| ISBN: | 1420091530 | |
| Количество страниц: | 335 | |
| Цена: | 10 078 руб. | |
| Описание: | To harness the high-throughput potential of DNA microarray technology, it is crucial that the analysis stages of the process are decoupled from the requirements of operator assistance. Microarray Image Analysis: An Algorithmic Approach presents an automatic system for microarray image processing to make this decoupling a reality. The proposed system integrates and extends traditional analytical-based methods and custom-designed novel algorithms. The book first explores a new technique that takes advantage of a multiview approach to image analysis and addresses the challenges of applying powerful traditional techniques, such as clustering, to full-scale microarray experiments. It then presents an effective feature identification approach, an innovative technique that renders highly detailed surface models, a new approach to subgrid detection, a novel technique for the background removal process, and a useful technique for removing «noise.» The authors also develop an... |
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Microarray Image Analysis: An Algorithmic Approach (Chapman & Hall/CRC Computer Science & Data Analysis) To harness the high-throughput potential of DNA microarray technology, it is crucial that the analysis stages of the process are decoupled from the ...