Microarray Image Analysis

An Algorithmic Approach

AvKarl Fraser,Zidong Wang

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Beskrivning

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 syste

Produktinformation

Utgivningsdatum:2010-01-25
Språk:Engelska
Filformat:PDF
Kopieringsskydd:LCP
ISBN:9781420091540
Förlag:Taylor & Francis Ltd
Serie:Chapman & Hall/CRC Computer Science & Data Analysis

Utforska kategorier

Biovetenskap inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och IT

Mer om författaren

Karl Fraser is a research fellow in the Centre for Intelligent Data Analysis at Brunel University.Zidong Wang is a professor of dynamical systems and computing in the Department of Information Systems and Computing at Brunel University.Xiaohu Liu is a professor of computing and head of the Centre for Intelligent Data Analysis at Brunel University.

Recensioner i media

Overall, this is a well-written book, and it should be useful for researchers and practitioners who work on microarray image analysis. -Peihua Qiu, Technometrics, May 2012

Innehållsförteckning

Introduction. Background. Data Services. Structure Extrapolation I. Structure Extrapolation II. Feature Identification I. Feature Identification II. Chained Fourier Background Reconstruction. Graph-Cutting for Improving Microarray Gene Expression. Stochastic Dynamic Modeling of Short Gene Expression Time Series Data. Conclusions. Appendices. References.