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Microarray Image Analysis: An Algorithmic Approach - Xiaohui Liu,Karl Fraser,Zidong Wang

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2017-06-14
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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. This book 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. T ... Visas aprašymas

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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. This book 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 authors cover many new approaches for processing microarray images, such as novel subgrid detection, feature identification, and graph-cutting techniques. They include details of the algorithmic processes along with an analysis of the processes performance over real-world microarray image data.

Daugiau informacijos

Autorius Xiaohui Liu, Karl Fraser, Zidong Wang
Leidėjas CRC Press
Išleidimo metai 2017
Viršelio tipas Minkšti viršeliai
EAN 9781138115156
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163,35 € 217,80 €