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A Practical Approach to Microarray Data Analysis, Berrar Daniel P., Dubitzky Werner, Granzow Martin
A Practical Approach to Microarray Data Analysis

Автор: Berrar Daniel P., Dubitzky Werner, Granzow Martin
Название:  A Practical Approach to Microarray Data Analysis   (Практический подход к анализу данных)
Издательство: Springer
Классификация:
Биологические науки: общие вопросы
Биохимия
Структуры данных
Компьютерная сертификация
Искусственный интеллект

ISBN: 1402072600
ISBN-13(EAN): 9781402072604
ISBN: 1-402-07260-0
ISBN-13(EAN): 978-1-402-07260-4
Обложка/Формат: Hardback
Страницы: 384
Вес: 0.721 кг.
Дата издания: 2003
Язык: ENG
Размер: 22.96 x 17.17 x 2.77 cm
Читательская аудитория: Postgraduate, research & scholarly
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
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.
Описание: Addresses the requirement of scientists and researchers to gain an understanding of microarray analysis methodologies and tools. This work is designed 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.
Дополнительное описание: Круг читателей: Life scientists, statisticians, computer experts, technology developers, managers
Язык: eng


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Exploration and Analysis of DNA Microarray and Protein Array Data

Автор: Dhammika Amaratunga
Название: Exploration and Analysis of DNA Microarray and Protein Array Data
ISBN: 0471273988 ISBN-13(EAN): 9780471273981
Издательство: Wiley
Цена: 5188 р.
Наличие на складе: Поставка под заказ.

Описание: The emergence of genomics, the study of genes, is one of the major scientific revolutions of this century. Microarrays, a method used to analyze numerous DNA samples rapidly, enables scientists to make sense of this mountain of data using statistical analysis. They are being used in such areas of biomedical research as studying patterns for gene activity that cause cancers tpread. This book presents a comprehensive methodology for analyzing DNA microarray and protein array data. The most comprehensive treatment of this important emerging field, Exploration and Analysis of DNA Microarray and Protein Array Data includes: A review of basic molecular biology and a chapter introducing microarrays and their preparation Chapters on processing scanned images, preprocessing microarray data, group comparative experiments, and other designs Discussions of clustering, protein arrays, and applications for diagnostic tools Ample exercises assist absorbtion

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Guide to Analysis of DNA Microarray Data, 2nd Edition and Microarray Analysis Set

Автор: Mark Schena
Название: Guide to Analysis of DNA Microarray Data, 2nd Edition and Microarray Analysis Set
ISBN: 0471678538 ISBN-13(EAN): 9780471678533
Издательство: Wiley
Рейтинг:
Цена: 15488 р.
Наличие на складе: Поставка под заказ.

Описание: The text provides an introduction to microarray technology, then moving on to image analysis, data analysis, cluster analysis, and beyond. With all chapters rewritten, updated, and expanded to include the latest generation of technology and methods, Guide to Analysis of DNA Microarray Data, Second Edition offers practitioners reliable information using concrete examples and a clear, comprehensible style. This Second Edition features entirely new chapters on: Image analysis Integrated analysis, and systems biology Experiment design Interpretation of results Automated analysis, Intended for readers seeking practical applications, this text covers a broad spectrum of proven approaches in this rapidly growing technology. Additional features include further reading suggestions for each chapter, as well as a thorough review of available analysis software.

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Advanced analysis of gene expression microarray data

Автор: Zhang Aidong
Название: Advanced analysis of gene expression microarray data
ISBN: 9812566457 ISBN-13(EAN): 9789812566454
Издательство: World Scientific Publishing
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Цена: 5798 р. 8283.00 -30%
Наличие на складе: Есть (4 шт.)
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.

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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
Рейтинг:
Цена: 6644 р.
Наличие на складе: Поставка под заказ.

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 Image Analysis

Автор: Fraser
Название: Microarray Image Analysis
ISBN: 1420091530 ISBN-13(EAN): 9781420091533
Издательство: Taylor&Francis
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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
Рейтинг:
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 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: 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
Рейтинг:
Цена: 10009 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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Methods of Microarray Data Analysis II

Автор: Lin Simon M., Johnson Kimberly F.
Название: Methods of Microarray Data Analysis II
ISBN: 1402071116 ISBN-13(EAN): 9781402071119
Издательство: Springer
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Цена: 15400 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Microarray technology is a major experimental tool for functional genomic explorations, and will continue to be a major tool throughout this decade and beyond. The recent explosion of this technology threatens to overwhelm the scientific community with massive quantities of data. Because microarray data analysis is an emerging field, very few analytical models currently exist. Methods of Microarray Data Analysis II is the second book in this pioneering series dedicated to this exciting new field. In a single reference, readers can learn about the most up-to-date methods, ranging from data normalization, feature selection, and discriminative analysis to machine learning techniques. Currently, there are no standard procedures for the design and analysis of microarray experiments. Methods of Microarray Data Analysis II focuses on a single data set, using a different method of analysis in each chapter. Real examples expose the strengths and weaknesses of each method for a given situation, aimed at helping readers choose appropriate protocols and utilize them for their own data set. In addition, web links are provided to the programs and tools discussed in several chapters. This book is an excellent reference not only for academic and industrial researchers, but also for core bioinformatics/genomics courses in undergraduate and graduate programs.

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Methods of Microarray Data Analysis

Автор: Lin Simon M., Johnson Kimberly F.
Название: Methods of Microarray Data Analysis
ISBN: 0792375645 ISBN-13(EAN): 9780792375647
Издательство: Springer
Цена: 13474 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Microarray technology is a major experimental tool for functional genomic explorations, and will continue to be a major tool throughout this decade and beyond. The recent explosion of this technology threatens to overwhelm the scientific community with massive quantities of data. Because microarray data analysis is an emerging field, very few analytical models currently exist. Methods of Microarray Data Analysis is one of the first books dedicated to this exciting new field. In a single reference, readers can learn about the most up-to-date methods ranging from data normalization, feature selection and discriminative analysis to machine learning techniques. Currently, there are no standard procedures for the design and analysis of microarray experiments. Methods of Microarray Data Analysis focuses on two well-known data sets, using a different method of analysis in each chapter. Real examples expose the strengths and weaknesses of each method for a given situation, aimed at helping readers choose appropriate protocols and utilize them for their own data set. In addition, web links are provided to the programs and tools discussed in several chapters. This book is an excellent reference not only for academic and industrial researchers, but also for core bioinformatics/genomics courses in undergraduate and graduate programs.

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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: 6541 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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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: 12233 р.
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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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