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Machine Learning and Systems Biology in Genomics and Health, Singh


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Автор: Singh
Название:  Machine Learning and Systems Biology in Genomics and Health
ISBN: 9789811659959
Издательство: Springer
Классификация:


ISBN-10: 9811659958
Обложка/Формат: Soft cover
Страницы: 236
Вес: 0.45 кг.
Дата издания: 20.02.2023
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 1 illustrations, black and white; vii, 236 p. 1 illus.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Life Sciences
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book discusses the application of machine learning in genomics. Machine Learning offers ample opportunities for Big Data to be assimilated and comprehended effectively using different frameworks. Stratification, diagnosis, classification and survival predictions encompass the different health care regimes representing unique challenges for data pre-processing, model training, refinement of the systems with clinical implications. The book discusses different models for in-depth analysis of different conditions. Machine Learning techniques have revolutionized genomic analysis. Different chapters of the book describe the role of Artificial Intelligence in clinical and genomic diagnostics. It discusses how systems biology is exploited in identifying the genetic markers for drug discovery and disease identification. Myriad number of diseases whether be infectious, metabolic, cancer can be dealt in effectively which combines the different omics data for precision medicine. Major breakthroughs in the field would help reflect more new innovations which are at their pinnacle stage. This book is useful for researchers in the fields of genomics, genetics, computational biology and bioinformatics.
Дополнительное описание: Chapter 1: Construction of feedforward multilayer perceptron model for diagnosing leishmaniasis using transcriptome datasets and cognitive computing.- Chapter2- Big data in drug discovery.- Chapter3 - An overview of databases and tools for lncRNA genomics



Biology of cancer

Автор: Weinberg, Robert A.
Название: Biology of cancer
ISBN: 0393887669 ISBN-13(EAN): 9780393887662
Издательство: Wiley KZ
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Цена: 12355.00 р.
Наличие на складе: Есть (2 шт.)

Introductory Physics for Biological Scientists

Автор: Aegerter Christof M.
Название: Introductory Physics for Biological Scientists
ISBN: 1108466508 ISBN-13(EAN): 9781108466509
Издательство: Cambridge Academ
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Цена: 9979.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: An introduction to the fundamental physical principles related to the study of biological phenomena. Chapters are structured around biological examples, and the topics covered include waves, optics and mechanics. With quiz questions and a detailed appendix, it is perfect for students looking to develop their quantitative and analytical tools.

Dictionary of Biology

Автор: Hine Michael
Название: Dictionary of Biology
ISBN: 0198821484 ISBN-13(EAN): 9780198821489
Издательство: Oxford Academ
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Цена: 2374.00 р.
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Описание: This new eighth edition has been fully updated to reflect recent progress in the fields of biology, biophysics, and biochemistry. Now with over 5,600 entries, over 120 new to this edition, the dictionary sees wider coverage of such areas as ecology and plant and animal development, as well as updated appendices, web links, and diagrams.

Biochemistry and Molecular Biology, 6th edition

Автор: Papachristodoulou Despo
Название: Biochemistry and Molecular Biology, 6th edition
ISBN: 0198768117 ISBN-13(EAN): 9780198768111
Издательство: Oxford Academ
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Цена: 9661.00 р.
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Описание: The ideal text for any bioscience student encountering biochemistry and molecular cell biology for the first time. Exceptionally clear explanations, frequent diagrams, and a user-friendly design and layout ensure that the text provides a perfect introduction to this complex yet fascinating subject area.

Genomes 4

Автор: T. Brown
Название: Genomes 4
ISBN: 0815345089 ISBN-13(EAN): 9780815345084
Издательство: Taylor&Francis
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Цена: 9645.00 р.
Наличие на складе: Поставка под заказ.

Описание:

Genomes 4 has been completely revised and updated. It is a thoroughly modern textbook about genomes and how they are investigated. As with Genomes 3, techniques come first, then genome anatomies, followed by genome function, and finally genome evolution. The genomes of all types of organism are covered: viruses, bacteria, fungi, plants, and animals including humans and other hominids.

Genome sequencing and assembly methods have been thoroughly revised including a survey of four genome projects: human, Neanderthal, giant panda, and barley. Coverage of genome annotation emphasizes genome-wide RNA mapping, with CRISPR-Cas 9 and GWAS methods of determining gene function covered. The knowledge gained from these techniques forms the basis of the three chapters that describe the three main types of genomes: eukaryotic, prokaryotic (including eukaryotic organelles), and viral (including mobile genetic elements). Coverage of genome expression and replication is truly genomic, concentrating on the genome-wide implications of DNA packaging, epigenome modifications, DNA-binding proteins, non-coding RNAs, regulatory genome sequences, and protein-protein interactions. Also included are applications of transcriptome analysis, metabolomics, and systems biology. The final chapter is on genome evolution, focusing on the evolution of the epigenome, using genomics to study human evolution, and using population genomics to advance plant breeding. Established methods of molecular biology are included if they are still relevant today and there is always an explanation as to why the method is still important.

Each chapter has a set of short-answer questions, in-depth problems, and annotated further reading. There is also an extensive glossary. Genomes 4 is the ideal text for upper level courses focused on genomes and genomics.

Molecular Biology and Genomics,

Автор: Cornel Mulhardt
Название: Molecular Biology and Genomics,
ISBN: 0120885468 ISBN-13(EAN): 9780120885466
Издательство: Elsevier Science
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Цена: 6772.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Never before has it been so critical for lab workers to possess the proper tools and methodologies necessary to determine the structure, function, and expression of the corresponding proteins encoded in the genome. Mulhardt's Molecular Biology and Genomics helps aid in this daunting task by providing the reader with tips and tricks for more successful lab experiments. This strategic lab guide explores the current methodological variety of molecular biology and genomics in a simple manner, addressing the assets and drawbacks as well as critical points. It also provides short and precise summaries of routine procedures as well as listings of the advantages and disadvantages of alternative methods.

Ecological Genomics

Автор: Christian R. Landry; Nadia Aubin-Horth
Название: Ecological Genomics
ISBN: 9402401075 ISBN-13(EAN): 9789402401073
Издательство: Springer
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Цена: 21661.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Researchers in the field of ecological genomics aim to determine how a genome or a population of genomes interacts with its environment across ecological and evolutionary timescales. Ecological genomics is trans-disciplinary by nature. Ecologists have turned to genomics to be able to elucidate the mechanistic bases of the biodiversity their research tries to understand. Genomicists have turned to ecology in order to better explain the functional cellular and molecular variation they observed in their model organisms. We provide an advanced-level book that covers this recent research and proposes future development for this field. A synthesis of the field of ecological genomics emerges from this volume. Ecological Genomics covers a wide array of organisms (microbes, plants and animals) in order to be able to identify central concepts that motivate and derive from recent investigations in different branches of the tree of life. Ecological Genomics covers 3 fields of research that have most benefited from the recent technological and conceptual developments in the field of ecological genomics: the study of life-history evolution and its impact of genome architectures; the study of the genomic bases of phenotypic plasticity and the study of the genomic bases of adaptation and speciation.

Machine Learning and Systems Biology in Genomics and Health

Автор: Shailza Singh
Название: Machine Learning and Systems Biology in Genomics and Health
ISBN: 9811659923 ISBN-13(EAN): 9789811659928
Издательство: Springer
Рейтинг:
Цена: 32142.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book discusses the application of machine learning in genomics. Machine Learning offers ample opportunities for Big Data to be assimilated and comprehended effectively using different frameworks. Stratification, diagnosis, classification and survival predictions encompass the different health care regimes representing unique challenges for data pre-processing, model training, refinement of the systems with clinical implications. The book discusses different models for in-depth analysis of different conditions. Machine Learning techniques have revolutionized genomic analysis. Different chapters of the book describe the role of Artificial Intelligence in clinical and genomic diagnostics. It discusses how systems biology is exploited in identifying the genetic markers for drug discovery and disease identification. Myriad number of diseases whether be infectious, metabolic, cancer can be dealt in effectively which combines the different omics data for precision medicine. Major breakthroughs in the field would help reflect more new innovations which are at their pinnacle stage. This book is useful for researchers in the fields of genomics, genetics, computational biology and bioinformatics.

Brachypodium Genomics

Автор: Gaurav Sablok; Hikmet Budak; Peter Ralph
Название: Brachypodium Genomics
ISBN: 1493972766 ISBN-13(EAN): 9781493972760
Издательство: Springer
Рейтинг:
Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This volume presents protocols for Brachypodium genomics in numerous areas ranging from marker development, trait evolution, functional genomics, metabolomics, transcriptomics, genomics, and tilling.

Genomics and Clinical Diagnostics

Название: Genomics and Clinical Diagnostics
ISBN: 1782628215 ISBN-13(EAN): 9781782628217
Издательство: Royal Society of Chemistry
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Цена: 19008.00 р.
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Описание: This book provides a timely, graduate level introduction to the fast-paced area of genomics and clinical diagnostic technologies and introduces the concept of applications based on this area.

RNAi Technology

Название: RNAi Technology
ISBN: 1138114340 ISBN-13(EAN): 9781138114340
Издательство: Taylor&Francis
Рейтинг:
Цена: 10717.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: RNAi technology are used for large-scale screens that systematically shut down each gene in the cell, which can help identify the components necessary for a particular cellular process or an event such as cell division. Exploitation of the pathway is also a promising tool in biotechnology and medicine. This book reviews the selective and robust effect of RNAi on gene expression which makes it a valuable research tool, both in cell culture and in living organisms because synthetic dsRNA introduced into cells can induce suppression of specific genes of interest. This book will introduce new technology in the study of RNA interference in microorganisms, plants and animals.

Heredity and Politics

Автор: Haldane
Название: Heredity and Politics
ISBN: 1138955124 ISBN-13(EAN): 9781138955127
Издательство: Taylor&Francis
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Цена: 6736.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book, first published in 1938, is based on the Muirhead Lectures given at Birmingham University in February and March of 1937. The first half of this book is mainly devoted to an exposition of the principles of genetics, whilst the second half deals with more controversial topics, with the text providing an insight into the ideology of the time. This title will be of interest to students of politics and history.


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