Microarray Image Analysis: An Algorithmic Approach
企業責任論(簡體書)
梅竹清華
如何提昇說話的魅力-邁向高峰系列03錄音帶

TOP
0
0
購書領優惠,滿額享折扣!
Microarray Image Analysis: An Algorithmic Approach
90折

Microarray Image Analysis: An Algorithmic Approach

商品資訊

定價
:NT$ 13325 元
優惠價
9011993
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
商品簡介
作者簡介
目次
相關商品

商品簡介

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 expectation–maximization (EM) algorithm for modeling gene regulatory networks from gene expression time series data. The final chapter describes the overall benefits of these techniques in the biological and computer sciences and reviews future research topics.

This book systematically brings together the fields of image processing, data analysis, and molecular biology to advance the state of the art in this important area. Although the text focuses on improving the processes involved in the analysis of microarray image data, the methods discussed can be applied to a broad range of medical and computer vision analysis areas.

作者簡介

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.

目次

IntroductionOverview Current state of art Experimental approach Key issues Contribution to knowledge Structure of the book
BackgroundIntroductionMolecular biologyMicroarray technologyMicroarray analysis Copasetic microarray analysis framework overview Summary
Data ServicesIntroductionImage transformation engineEvaluationSummary
Structure Extrapolation IIntroductionPyramidic contextual clusteringEvaluationSummary
Structure Extrapolation IIIntroductionImage layout—master blocksImage structure—meta-blocksSummary
Feature Identification IIntroductionSpatial bindingEvaluation of feature identificationEvaluation of copasetic microarray analysis frameworkSummary
Feature Identification IIBackgroundProposed approach—subgrid detectionExperimental resultsConclusions
Chained Fourier Background ReconstructionIntroductionExisting techniquesA new techniqueExperiments and resultsConclusions
Graph-Cutting for Improving Microarray Gene ExpressionReconstructionsIntroductionExisting techniquesProposed techniqueExperiments and resultsConclusions
Stochastic Dynamic Modeling of Short Gene Expression Time Series DataIntroductionStochastic dynamic model for gene expression dataAn EM algorithm for parameter identificationSimulation resultsDiscussionsConclusions and future work
ConclusionsIntroductionAchievementsContributions to microarray biology domainContributions to computer science domainFuture research topics
Appendix A: Microarray VariantsAppendix B: Basic TransformationsAppendix C: ClusteringAppendix D: A Glance on Mining Gene Expression DataAppendix E: Autocorrelation and GHT
References

購物須知

外文書商品之書封,為出版社提供之樣本。實際出貨商品,以出版社所提供之現有版本為主。部份書籍,因出版社供應狀況特殊,匯率將依實際狀況做調整。

無庫存之商品,在您完成訂單程序之後,將以空運的方式為你下單調貨。為了縮短等待的時間,建議您將外文書與其他商品分開下單,以獲得最快的取貨速度,平均調貨時間為1~2個月。

為了保護您的權益,「三民網路書店」提供會員七日商品鑑賞期(收到商品為起始日)。

若要辦理退貨,請在商品鑑賞期內寄回,且商品必須是全新狀態與完整包裝(商品、附件、發票、隨貨贈品等)否則恕不接受退貨。

優惠價:90 11993
若需訂購本書,請電洽客服 02-25006600[分機130、131]。

暢銷榜

客服中心

收藏

會員專區