Microarray Image Analysis: An Algorithmic Approach (Chapman & Hall/CRC Computer Science & Data Analysis)


Karl Fraser, Zidong Wang, Xiaohu Liu / 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 ...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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