Methods And Applications Computational Genomics

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Methods And Applications Computational Genomics

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Author : Guanglin Li
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-28

Methods And Applications Computational Genomics written by Guanglin Li and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-28 with Science categories.

Association Analysis Techniques And Applications In Bioinformatics

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Author : Qingfeng Chen
language : en
Publisher: Springer Nature
Release Date : 2024-04-25

Association Analysis Techniques And Applications In Bioinformatics written by Qingfeng Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-25 with Computers categories.

Advances in experimental technologies have given rise to tremendous amounts of biology data. This not only offers valuable sources of data to help understand biological evolution and functional mechanisms, but also poses challenges for accurate and effective data analysis. This book offers an essential introduction to the theoretical and practical aspects of association analysis, including data pre-processing, data mining methods/algorithms, and tools that are widely applied for computational biology. It covers significant recent advances in the field, both foundational and application-oriented, helping readers understand the basic principles and emerging techniques used to discover interesting association patterns in diverse and heterogeneous biology data, such as structure-function correlations, and complex networks with gene/protein regulation. The main results and approaches are described in an easy-to-follow way and accompanied by sufficientreferences and suggestions for future research. This carefully edited monograph is intended to provide investigators in the fields of data mining, machine learning, artificial intelligence, and bioinformatics with a profound guide to the role of association analysis in computational biology. It is also very useful as a general source of information on association analysis, and as an overall accompanying course book and self-study material for graduate students and researchers in both computer science and bioinformatics.

Applications And Methods In Genomic Networks

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Author : Kimberly Glass
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-01

Applications And Methods In Genomic Networks written by Kimberly Glass and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-01 with Science categories.

Informatics

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Author : VIJAYAKUMARAN NAIR K.
language : en
Publisher: PHI Learning Pvt. Ltd.
Release Date : 2014-07-18

Informatics written by VIJAYAKUMARAN NAIR K. and has been published by PHI Learning Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-18 with Computers categories.

The book provides an overview of the basic concepts of informatics. Dealing with the concerns and issues of digital technology, the text has been written with the objective of introducing students with the tools and applications of information technology, highlighting its use by the digital society. It creates awareness on the nature of emerging digital knowledge society and social issues. Organized into six chapters, the book explains the fundamentals of informatics, besides sharing and analyzing the consequences of rapid computerization. Beginning with an overview of information technology explaining evolution of computers, computer classification, computer hardware and networking, the book moves to the Internet which is considered as a knowledge repository. It then explains IPR, copyright, patents and software license agreement. The book also highlights and discusses social informatics, e-Governance, applications of informatics in various subject areas and futuristic IT. The book is primarily intended as a text for undergraduate and postgraduate students of various disciplines wherein ‘Informatics’ is prescribed as a core or foundation course. The book will also be of immense use to general readers who are interested in knowing the applications of information technology. Key Features 1. Provides updated information as per the course curriculum of many universities. 2. Includes labeled and immaculate illustrations for clear understanding of the concepts. 3. Chapter-end review questions to reinforce to concepts understanding and to help students prepare for examinations. 4. Presents an extensive glossary of technical terms. Solution Manual is available for adopting faculty.

Encyclopedia Of Bioinformatics And Computational Biology

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Author :
language : en
Publisher: Elsevier
Release Date : 2018-08-21

Encyclopedia Of Bioinformatics And Computational Biology written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-21 with Medical categories.

Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Three Volume Set combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for commonly asked questions. This major reference work spans basic and cutting-edge methodologies authored by leaders in the field, providing an invaluable resource for students, scientists, professionals in research institutes, and a broad swath of researchers in biotechnology and the biomedical and pharmaceutical industries. Brings together information from computer science, information technology, mathematics, statistics and biotechnology Written and reviewed by leading experts in the field, providing a unique and authoritative resource Focuses on the main theoretical and methodological concepts before expanding on specific topics and applications Includes interactive images, multimedia tools and crosslinking to further resources and databases

Computational Biology For Stem Cell Research

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Author : Pawan Raghav
language : en
Publisher: Elsevier
Release Date : 2024-01-12

Computational Biology For Stem Cell Research written by Pawan Raghav and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-12 with Science categories.

Computational Biology for Stem Cell Research is an invaluable guide for researchers as they explore HSCs and MSCs in computational biology. With the growing advancement of technology in the field of biomedical sciences, computational approaches have reduced the financial and experimental burden of the experimental process. In the shortest span, it has established itself as an integral component of any biological research activity. HSC informatics (in silico) techniques such as machine learning, genome network analysis, data mining, complex genome structures, docking, system biology, mathematical modeling, programming (R, Python, Perl, etc.) help to analyze, visualize, network constructions, and protein-ligand or protein-protein interactions. This book is aimed at beginners with an exact correlation between the biomedical sciences and in silico computational methods for HSCs transplantation and translational research and provides insights into methods targeting HSCs properties like proliferation, self-renewal, differentiation, and apoptosis. - Modeling Stem Cell Behavior: Explore stem cell behavior through animal models, bridging laboratory studies to real-world clinical allogeneic HSC transplantation (HSCT) scenarios. - Bioinformatics-Driven Translational Research: Navigate a path from bench to bedside with cutting-edge bioinformatics approaches, translating computational insights into tangible advancements in stem cell research and medical applications. - Interdisciplinary Resource: Discover a single comprehensive resource catering to biomedical sciences, life sciences, and chemistry fields, offering essential insights into computational tools vital for modern research.

Medical Informatics Concepts Methodologies Tools And Applications

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Author : Tan, Joseph
language : en
Publisher: IGI Global
Release Date : 2008-09-30

Medical Informatics Concepts Methodologies Tools And Applications written by Tan, Joseph and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-30 with Education categories.

Provides a collection of medical IT research in topics such as clinical knowledge management, medical informatics, mobile health and service delivery, and gene expression.

Bioinformatics And Human Genomics Research

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Author : Diego A. Forero
language : en
Publisher: CRC Press
Release Date : 2021-12-22

Bioinformatics And Human Genomics Research written by Diego A. Forero and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-22 with Science categories.

Advances in high-throughput biological methods have led to the publication of a large number of genome-wide studies in human and animal models. In this context, recent tools from bioinformatics and computational biology have been fundamental for the analysis of these genomic studies. The book Bioinformatics and Human Genomics Research provides updated and comprehensive information about multiple approaches of the application of bioinformatic tools to research in human genomics. It covers strategies analysis of genome-wide association studies, genome-wide expression studies and genome-wide DNA methylation, among other topics. It provides interesting strategies for data mining in human genomics, network analysis, prediction of binding sites for miRNAs and transcription factors, among other themes. Experts from all around the world in bioinformatics and human genomics have contributed chapters in this book. Readers will find this book as quite useful for their in silico explorations, which would contribute to a better and deeper understanding of multiple biological processes and of pathophysiology of many human diseases.

Computational Genomic Signatures

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Author : Ozkan Ufuk Nalbantoglu
language : en
Publisher: Springer Nature
Release Date : 2022-06-01

Computational Genomic Signatures written by Ozkan Ufuk Nalbantoglu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Technology & Engineering categories.

Recent advances in development of sequencing technology has resulted in a deluge of genomic data. In order to make sense of this data, there is an urgent need for algorithms for data processing and quantitative reasoning. An emerging in silico approach, called computational genomic signatures, addresses this need by representing global species-specific features of genomes using simple mathematical models. This text introduces the general concept of computational genomic signatures, and it reviews some of the DNA sequence models which can be used as computational genomic signatures. The text takes the position that a practical computational genomic signature consists of both a model and a measure for computing the distance or similarity between models. Therefore, a discussion of sequence similarity/distance measurement in the context of computational genomic signatures is presented. The remainder of the text covers various applications of computational genomic signatures in the areas of metagenomics, phylogenetics and the detection of horizontal gene transfer. Table of Contents: Genome Signatures, Definition and Background / Other Computational Characterizations as Genome Signatures / Measuring Distance of Biological Sequences Using Genome Signatures / Applications: Phylogeny Construction / Applications: Metagenomics / Applications: Horizontal DNA Transfer Detection

Introduction To Computational Biology

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Author : Bernhard Haubold
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-08-09

Introduction To Computational Biology written by Bernhard Haubold and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08-09 with Science categories.

Written with the advanced undergraduate in mind, this book introduces into the field of Bioinformatics. The authors explain the computational and conceptional background to the analysis of large-scale sequence data. Many of the corresponding analysis methods are rooted in evolutionary thinking, which serves as a common thread throughout the book. The focus is on methods of comparative genomics and subjects covered include: alignments, gene finding, phylogeny, and the analysis of single nucleotide polymorphisms (SNPs). The volume contains exercises, questions & answers to selected problems.