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Advanced analysis of gene expression microarray data, Zhang Aidong

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.
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
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Цена: 10023 р.
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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 Analysis

Автор: Mark Schena
Название: Microarray Analysis
ISBN: 0471414433 ISBN-13(EAN): 9780471414438
Издательство: Wiley
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Цена: 15615 р.
Наличие на складе: Поставка под заказ.

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
Рейтинг:
Цена: 11118 р.
Наличие на складе: Поставка под заказ.

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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Microarray Bioinformatics

Автор: Dov Stekel
Название: Microarray Bioinformatics
ISBN: 052152587X ISBN-13(EAN): 9780521525879
Издательство: Cambridge Academ
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Цена: 3352 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book is a comprehensive guide to all of the mathematics, statistics and computing you will need to successfully operate DNA microarray experiments. It is written for researchers, clinicians, laboratory heads and managers, from both biology and bioinformatics backgrounds, who work with, or who intend to work with microarrays. The book covers all aspects of microarray bioinformatics, giving you the tools to design arrays and experiments, to analyze your data, and to share your results with your organisation or with the international community. There are chapters covering sequence databases, oligonucleotide design, experimental design, image processing, normalisation, identifying differentially expressed genes, clustering, classification and data standards. The book is based on the highly successful Microarray Bioinformatics course at Oxford University, and therefore is ideally suited for teaching the subject at postgraduate or professional level.

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Methods in Microarray Normalization

Автор: Stafford
Название: Methods in Microarray Normalization
ISBN: 1420052780 ISBN-13(EAN): 9781420052787
Издательство: Taylor&Francis
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Цена: 6357 р.
Наличие на складе: Поставка под заказ.

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
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Цена: 10192 р.
Наличие на складе: Поставка под заказ.

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
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Цена: 14714 р.
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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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Gene Expression Studies Using Affymetrix Microarrays

Автор: Gohlmann
Название: Gene Expression Studies Using Affymetrix Microarrays
ISBN: 1420065157 ISBN-13(EAN): 9781420065152
Издательство: Taylor&Francis
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Цена: 7012 р.
Наличие на складе: Поставка под заказ.

Описание: Though Affymetrix GeneChip® system is one of the most widely adapted microarray platforms, due to the preponderance of available information many researchers compromise their findings by never going beyond the system’s default settings. Explaining the entire process of a gene expression study from conception to conclusion, this multidisciplinary work offers valuable instruction and insight for novice and experienced researchers alike. The authors show how to optimize experiments and data analysis using Affymetrix as well as other microarray platforms, and explain various analysis methods via illustrative examples using R and BioConductor.

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Methods of Microarray Data Analysis III

Автор: Johnson Kimberly F., Lin Simon M.
Название: Methods of Microarray Data Analysis III
ISBN: 1402075820 ISBN-13(EAN): 9781402075827
Издательство: Springer
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Цена: 7008 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: As microarray technology has matured, data analysis methods have advanced as well. Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays. While initial techniques focused on classification exercises (volume I of this series), and later on pattern extraction (volume II of this series), this volume focuses on data quality issues. Problems such as background noise determination, analysis of variance, and errors in data handling are highlighted. Three tutorial papers are presented to assist with a basic understanding of underlying principles in microarray data analysis, and twelve new papers are highlighted analyzing the same CAMDA'02 datasets: the Project Normal data set or the Affymetrix Latin Square data set. A comparative study of these analytical methodologies brings to light problems, solutions and new ideas. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of art of microarray data analysis.

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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
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Цена: 11962 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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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
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Цена: 13107 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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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
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Цена: 6779 р.
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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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