Applications And Methods In Genomic Networks

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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.

Application Of Network Theoretic Approaches In Biology

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Author : Rinku Sharma
language : en
Publisher: Frontiers Media SA
Release Date : 2023-08-25

Application Of Network Theoretic Approaches In Biology written by Rinku Sharma 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 2023-08-25 with Science categories.

The biological complexity essentially includes and involves processes that are mediated through explicitly non-linear interactions that are often typically entangled in nature. These comprise a myriad of interactions among a vast number of entities such as genes, proteins, metabolites, and species, widely varying in scale. These interactions render biological systems across spatial and temporal scales as complex adaptive systems having features like: self-organisation, modularity, emergence, non-linear interactions, collective response and adaptation. The theory of complex networks offers an appropriate formal framework for modelling such complex systems. The enormous wealth of biological data generated by high-throughput techniques, as also through empirical investigations can be analysed using the aforementioned formal framework to obtain important insights into biological complexity.The concept of networks can be used:1) to explore the relationships between entities resulting in network generation; 2) to guide the analytic procedure based on existing network(s) as prior knowledge; and 3) to analyze the prior network(s) regarding their topology and attributes. Complex networks, being ubiquitous, permeate the biological systems across spatial and temporal scales. The objective of this collection is to highlight some very salient features of such inherent complexity in biological systems by adopting a network theoretic perspective. The anticipated pay-off is obtaining a deeper insight explicitly into the systems-level interactions and the emergent complex behaviour of the systems. Also, investigating the propulsive forces which lend various networks with akin topological characteristics that would help to merge vivid information related to various molecular interactions into a single framework, thereby permitting a structural perspective of the cellular dynamics.The application may include – exploring the disease/environmental stress response and trait mechanism using different omics platforms, candidate gene discovery and validation, network-guided discovery and deployment of omics approaches in biology; modern genetic improvement methods for delivering genes in addition to high throughput and precise phenotyping methodologies, exploring the disease/environmental stress response mechanism, marker re-prioritization, network-guided biomarker discovery etc.

Neural Networks And Genome Informatics

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Author : C.H. Wu
language : en
Publisher: Elsevier
Release Date : 2012-12-02

Neural Networks And Genome Informatics written by C.H. Wu and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-02 with Computers categories.

This book is a comprehensive reference in the field of neural networks and genome informatics. The tutorial of neural network foundations introduces basic neural network technology and terminology. This is followed by an in-depth discussion of special system designs for building neural networks for genome informatics, and broad reviews and evaluations of current state-of-the-art methods in the field. This book concludes with a description of open research problems and future research directions.

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.

Statistical And Computational Methods For Microbiome Multi Omics Data

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Author : Himel Mallick
language : en
Publisher: Frontiers Media SA
Release Date : 2020-11-19

Statistical And Computational Methods For Microbiome Multi Omics Data written by Himel Mallick 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 2020-11-19 with Science categories.

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Biotechnology Concepts Methodologies Tools And Applications

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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2019-06-07

Biotechnology Concepts Methodologies Tools And Applications written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-07 with Science categories.

Biotechnology can be defined as the manipulation of biological process, systems, and organisms in the production of various products. With applications in a number of fields such as biomedical, chemical, mechanical, and civil engineering, research on the development of biologically inspired materials is essential to further advancement. Biotechnology: Concepts, Methodologies, Tools, and Applications is a vital reference source for the latest research findings on the application of biotechnology in medicine, engineering, agriculture, food production, and other areas. It also examines the economic impacts of biotechnology use. Highlighting a range of topics such as pharmacogenomics, biomedical engineering, and bioinformatics, this multi-volume book is ideally designed for engineers, pharmacists, medical professionals, practitioners, academicians, and researchers interested in the applications of biotechnology.

Bayesian Network Technologies Applications And Graphical Models

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Author : Mittal, Ankush
language : en
Publisher: IGI Global
Release Date : 2007-03-31

Bayesian Network Technologies Applications And Graphical Models written by Mittal, Ankush and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-31 with Computers categories.

"This book provides an excellent, well-balanced collection of areas where Bayesian networks have been successfully applied; it describes the underlying concepts of Bayesian Networks with the help of diverse applications, and theories that prove Bayesian networks valid"--Provided by publisher.

Handbook Of Research On Computational Methodologies In Gene Regulatory Networks

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Author : Das, Sanjoy
language : en
Publisher: IGI Global
Release Date : 2009-10-31

Handbook Of Research On Computational Methodologies In Gene Regulatory Networks written by Das, Sanjoy and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-31 with Computers categories.

"This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization"--Provided by publisher.

Advanced Intelligent Computing Technology And Applications

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Author : De-Shuang Huang
language : en
Publisher: Springer Nature
Release Date : 2025-07-24

Advanced Intelligent Computing Technology And Applications written by De-Shuang Huang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-24 with Computers categories.

The 20-volume set LNCS 15842-15861, together with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869, constitutes the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025. The 1206 papers presented in these proceedings books were carefully reviewed and selected from 4032 submissions. They deal with emerging and challenging topics in artificial intelligence, machine learning, pattern recognition, bioinformatics, and computational biology.

Systems Biology And In Depth Applications For Unlocking Diseases

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Author : Babak Sokouti
language : en
Publisher: Elsevier
Release Date : 2024-11-05

Systems Biology And In Depth Applications For Unlocking Diseases written by Babak Sokouti and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-05 with Science categories.

Systems Biology and In-Depth Applications for Unlocking Diseases provides the essence of systems biology approaches in a practical manner illustrating the basic principles essential to develop and model in real life science applications. Methodologies covered show how to interrogate biological data, with the purpose of obtaining insight about disease diagnosis, prognosis, and treatment.Systematically written in 4 parts, this book first provides an introduction and history of systems biology; second, it provides the tools and resources needed for the structure and function of biological systems; next, it provides the evidence of systems biology in action to better understand disease connections; and finally, it provides the extensions of systems biology in various scientific fields including pharmacology, immunology, vaccinology, neuroscience, virology, and medicine. Examples include big data techniques, scale networks, mathematical model development, and much more.This is the perfect reference to provide the fundamental base of knowledge needed for systems biologists, professionals in systems medicine, computational biologists, and bioinformaticians, whether needed for immediate application or for building a comprehensive understanding of the field. - Provides detailed and comprehensive coverage of the field of systems biology - Delivers instruction on how to interrogate biological data, with the purpose of obtaining insight about disease diagnosis, prognosis, and treatment - Makes effective steps towards personalized medicine in the treatment of disease - Explains effective disease treatment strategies at early diagnosis stages