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Advanced analysis of gene expression microarray data, Zhang Aidong

Advanced analysis of gene expression microarray data

Автор: Zhang Aidong
Название:  Advanced analysis of gene expression microarray data   (Расширенный анализ экспрессии генов)
Издательство: World Scientific Publishing
Классификация:
Биологические науки: общие вопросы

ISBN: 9812566457
ISBN-13(EAN): 9789812566454
ISBN: 981-256645-7
ISBN-13(EAN): 978-981-256645-4
Обложка/Формат: Hardback
Страницы: 356 pp
Вес: 0.662 кг.
Дата издания: 28.06.2006
Серия: Science, engineering, and biology informatics
Язык: ENG
Иллюстрации: Illustrations (some col.)
Размер: 23.06 x 15.95 x 2.41 cm
Читательская аудитория: Professional & VocationalPostgraduate, Research &
Основная тема: Life Sciences / Biology
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Англии
Описание: This book focuses on the development and application of the latest advanced data mining, machine learning, and visualization techniques for the identification of interesting, significant, and novel patterns in gene expression microarray data.Biomedical researchers will find this book invaluable for learning the cutting-edge methods for analyzing gene expression microarray data. Specifically, the coverage includes the following state-of-the-art methods:Ȣ Gene-based analysis: the latest novel clustering algorithms to identify co-expressed genes and coherent patterns in gene expression microarray data setsȢ Sample-based analysis: supervised and unsupervised methods for the reduction of the gene dimensionality to select significant genes. A series of approaches to disease classification and discovery are also describedȢ Pattern-based analysis: methods for ascertaining the relationship between (subsets of) genes and (subsets of) samples. Various novel pattern-based clustering algorithms to find the coherent patterns embedded in the sub-attribute spaces are discussedȢ Visualization tools: various methods for gene expression data visualization. The visualization process is intended to transform the gene expression data set from high-dimensional space into a more easily understood two- or three-dimensional space.
Описание: Focuses on the development and application of the advanced data mining, machine learning, and visualization techniques for the identification of significant patterns in gene expression microarray data. This book is suitable for biomedical researchers for learning the methods for analyzing gene expression microarray data.
Дополнительное описание: Contents: Basic Concepts of Molecular Biology; Overview of Microarray Experiments; Analysis of Differentially-Expressed Genes; Gene-Based Analysis; Sample-Based Analysis; Pattern-Based Analysis; Visualization of Microarray Data; New Trends in Mining Gene


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A Practical Approach to Microarray Data Analysis

Автор: Berrar Daniel P., Dubitzky Werner, Granzow Martin
Название: A Practical Approach to Microarray Data Analysis
ISBN: 1402072600 ISBN-13(EAN): 9781402072604
Издательство: Springer
Цена: 9621 р.
Наличие на складе: Есть (1 шт.)
Описание: A Practical Approach to Microarray Data Analysis is for all life scientists, statisticians, computer experts, technology developers, managers, and other professionals tasked with developing, deploying, and using microarray technology including the necessary computational infrastructure and analytical tools. The book addresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools. It is intended for students, teachers, researchers, and research managers who want to understand the state of the art and of the presented methodologies and the areas in which gaps in our knowledge demand further research and development. The book is designed to be used by the practicing professional tasked with the design and analysis of microarray experiments or as a text for a senior undergraduate- or graduate level course in analytical genetics, biology, bioinformatics, computational biology, statistics and data mining, or applied computer science. Key topics covered include: -Format of result from data analysis, analytical modeling/experimentation; -Validation of analytical results; -Data analysis/Modeling task; -Analysis/modeling tools; -Scientific questions, goals, and tasks; -Application; -Data analysis methods; -Criteria for assessing analysis methodologies, models, and tools.
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Microarray Gene Expression Data Analysis

Автор: Causton Helen, Barold S. Serge, Quackenbush John,
Название: Microarray Gene Expression Data Analysis
ISBN: 1405106824 ISBN-13(EAN): 9781405106825
Издательство: Wiley
Цена: 6380 р.
Наличие на складе: Есть у поставщика.Поставка под заказ.
Описание: Microarrays are an automated way of carrying out thousands of experiments at once, allowing scientists to obtain huge amounts of information very quickly. This book provides a concise introduction to this difficult topic.
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Microarray Data Analysis / Methods and Applications

Автор: Korenberg Michael J.
Название: Microarray Data Analysis / Methods and Applications
ISBN: 1588295400 ISBN-13(EAN): 9781588295408
Издательство: Springer
Цена: 6926 р.
Наличие на складе: Есть у поставщика.Поставка под заказ.
Описание: In this new volume, renowned authors contribute fascinating, cutting-edge insights into microarray data analysis. This innovative book includes in-depth presentations of genomic signal processing, artificial neural network use for microarray data analysis, signal processing and design of microarray time series experiments, application of regression methods, gene expression profiles and prognostic markers for primary breast cancer, and factors affecting the cross-correlation of gene expression profiles. Also detailed are use of tiling arrays for large genome analysis, comparative genomic hybridization data on cDNA microarrays, integrated high-resolution genome-wide analysis of gene dosage and gene expression in human brain tumors, gene and MeSH ontology, and survival prediction in follicular lymphoma using tissue microarrays.
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Guide to Analysis of DNA Microarray Data, 2nd Edition

Автор: Steen Knudsen
Название: Guide to Analysis of DNA Microarray Data, 2nd Edition
ISBN: 0471656046 ISBN-13(EAN): 9780471656043
Издательство: Wiley
Цена: 6644 р.
Наличие на складе: Нет в наличии.
Описание: A Biologist's Guide to Analysis of DNA Microarray Data
Steen Knudsen
Microarrays are low-density arrays of DNA molecules that permit many hybridization experiments to be performed in parallel. A Biologist's Guide to Analysis of DNA Microarray Data is the first authoritative text to focus on analysis (as opposed to technology) in diverse biological and medical applications of microarrays.
Written for biologists without special training in data analysis and statistics, the Guide takes over where the image analysis software that accompanies DNA array equipment typically leaves off-with a file of signal intensities and fold changes compared to a control. The broad spectrum of established analysis approaches is covered, including cluster analysis, function prediction, and principal component analysis. A thorough, critical review of software programs is presented, and criteria for selecting programs are discussed. Each chapter contains a Further Reading section categorized by topic as well as a summary, and highlights numerous real examples to illustrate the key concepts. Chapter topics include:
* Basic data analysis
* Visualization by reduction of dimensionality
* Cluster analysis of expression data
* Molecular classifiers
* Genotyping chips
* Software issues and data formats
A Biologist's Guide to Analysis of DNA Microarray Data meets the needs of research professionals, students, and trainees alike for a compact yet thorough guide to analyzing microarray data.

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Microarray Analysis of the Physical Genome

Автор: Jonathan R. Pollack (Ed.)
Название: Microarray Analysis of the Physical Genome
ISBN: 1603271910 ISBN-13(EAN): 9781603271912
Издательство: Springer
Цена: 6695 р.
Наличие на складе: Нет в наличии.
Описание: Covers DNA micro array applications for the detection and characterization of genomic DNA-associated copy number alteration, loss of heterozygosity (LOH), cytosine methylation, protein binding sites, regulatory elements, and replication timing, with an emphasis on higher eukaryote (animal) and cancer genomes.
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Microarray Analysis

Автор: Mark Schena
Название: Microarray Analysis
ISBN: 0471414433 ISBN-13(EAN): 9780471414438
Издательство: Wiley
Цена: 14696 р.
Наличие на складе: Нет в наличии.
Описание: * Provides a working knowledge of applications to a broad spectrum of disciplines.
* Includes coverage of bioinformatics, novel arrays, and applications for clinical studies.
* Supplemented with a separate chapter on the business of the technology.

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Microarray Image Analysis

Автор: Fraser
Название: Microarray Image Analysis
ISBN: 1420091530 ISBN-13(EAN): 9781420091533
Издательство: Taylor&Francis
Цена: 11118 р.
Наличие на складе: Нет в наличии.
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. 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.
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Methods in Microarray Normalization

Автор: Stafford
Название: Methods in Microarray Normalization
ISBN: 1420052780 ISBN-13(EAN): 9781420052787
Издательство: Taylor&Francis
Цена: 5983 р.
Наличие на складе: Нет в наличии.
Описание: This organized text compiles, for the first time, the most useful normalization methods developed for interpreting microarray data. Experts examine the mathematical processes that are important in normalizing data and avoiding inherent systematic biases. They also review modern software, including discussions on key algorithms, comparative data, and download locations. The book contains the latest microarray innovations from companies such as Agilent, Affymetrix, and GeneGo as well as new, readily adaptable normalization methods for expression and CGH arrays. It also lists of open-source molecular profiling normalization algorithms available and where to access them.
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Microarray Innovations

Автор: Hardiman
Название: Microarray Innovations
ISBN: 1420094483 ISBN-13(EAN): 9781420094480
Издательство: Taylor&Francis
Цена: 9592 р.
Наличие на складе: Нет в наличии.
Описание: Microarray technologies and applications have evolved steadily with increasing content and better analytical methodologies. This compendium represents a cross section of the past five years of microarray methods and applications and their use in drug discovery and biomedical research. Expert contributors cover improvements in automation, new substrates for printing arrays, platform comparisons and contrasts, experimental design, data normalization and mining schemes, and epigenomic array studies. It also reviews electronic microarrays, comparative genomic hybridization, microRNA arrays, mutational analyses, clinical diagnostic arrays, protein arrays, and neuroscience applications.
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Gene Expression Profiling by Microarrays

Автор: Edited by Wolf-Karsten Hofmann
Название: Gene Expression Profiling by Microarrays
ISBN: 0521853966 ISBN-13(EAN): 9780521853965
Издательство: Cambridge Academ
Цена: 13848 р.
Наличие на складе: Есть у поставщика.Поставка под заказ.
Описание: Microarray analysis is a highly efficient tool for assessing the expression of a large number of genes simultaneously, and offers a new means to classify cancer and other diseases. Gene expression profiling can also be used to predict clinical outcome and response to specific therapeutic agents. This survey spans recent applications of microarrays in clinical medicine, covering malignant disease including acute leukaemias, lymphoid malignancies and breast cancer, together with diabetes and heart disease. Investigators in oncology, pharmacology and related clinical sciences, as well as basic scientists, will value this review of a promising new diagnostic and prognostic technology.
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Analysis of Microarray Gene Expression Data

Автор: Mei-Ling Ting Lee
Название: Analysis of Microarray Gene Expression Data
ISBN: 0792370872 ISBN-13(EAN): 9780792370871
Издательство: Springer
Цена: 6541 р.
Наличие на складе: Есть у поставщика.Поставка под заказ.
Описание: After genomic sequencing, microarray technology has emerged as a widely used platform for genomic studies in the life sciences. Microarray technology provides a systematic way to survey DNA and RNA variation. With the abundance of data produced from microarray studies, however, the ultimate impact of the studies on biology will depend heavily on data mining and statistical analysis. The contribution of this book is to provide readers with an integrated presentation of various topics on analyzing microarray data.
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Analyzing Microarray Gene Expression Data

Автор: Geoffrey J. McLachlan
Название: Analyzing Microarray Gene Expression Data
ISBN: 0471226165 ISBN-13(EAN): 9780471226161
Издательство: Wiley
Цена: 11792 р.
Наличие на складе: Нет в наличии.
Описание: With emphasis on clustering of data of gene tissues, this book includes fresh research findings and activities in molecular biology. It highlights the important general field of bioinformatics and genomics and discusses the impact of microarray analysis on both.
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