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Application Of Omics, Ai And Blockchain In Bioinformatics Research

2019-10-14 Computers
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Release : 2019-10-14
Genre : Computers
Kind : eBook
Book Rating : 598/5 ( reviews)

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Book Synopsis Application Of Omics, Ai And Blockchain In Bioinformatics Research by : Jeffrey J P Tsai

Download or read book Application Of Omics, Ai And Blockchain In Bioinformatics Research written by Jeffrey J P Tsai. This book was released on 2019-10-14. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare.Two such areas are: (i) implementing AI algorithms supported by biomedical data would deliver significant benefits/improvements towards the goals of precision medicine (ii) blockchain technology will enable medical doctors to securely and privately build personal healthcare records, and identify the right therapeutic treatments and predict the progression of the diseases.A follow-up in the publication of our book Computation Methods with Applications in Bioinformatics Analysis (2017), topics in this volume include: clinical bioinformatics, omics-based data analysis, Artificial Intelligence (AI), blockchain, big data analytics, drug discovery, RNA-seq analysis, tensor decomposition and Boolean network.

Artificial Intelligence Bioinformatics: Development and Application of Tools for Omics and Inter-Omics Studies

2020-06-18
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Release : 2020-06-18
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Kind : eBook
Book Rating : 522/5 ( reviews)

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Book Synopsis Artificial Intelligence Bioinformatics: Development and Application of Tools for Omics and Inter-Omics Studies by : Angelo Facchiano

Download or read book Artificial Intelligence Bioinformatics: Development and Application of Tools for Omics and Inter-Omics Studies written by Angelo Facchiano. This book was released on 2020-06-18. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence in Bioinformatics

2022-05-12 Science
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Release : 2022-05-12
Genre : Science
Kind : eBook
Book Rating : 292/5 ( reviews)

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Book Synopsis Artificial Intelligence in Bioinformatics by : Mario Cannataro

Download or read book Artificial Intelligence in Bioinformatics written by Mario Cannataro. This book was released on 2022-05-12. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining reviews the main applications of the topic, from omics analysis to deep learning and network mining. The book includes a rigorous introduction on bioinformatics, also reviewing how methods are incorporated in tasks and processes. In addition, it presents methods and theory, including content for emergent fields such as Sentiment Analysis and Network Alignment. Other sections survey how Artificial Intelligence is exploited in bioinformatics applications, including sequence analysis, structure analysis, functional analysis, protein classification, omics analysis, biomarker discovery, integrative bioinformatics, protein interaction analysis, metabolic networks analysis, and much more. - Bridges the gap between computer science and bioinformatics, combining an introduction to Artificial Intelligence methods with a systematic review of its applications in the life sciences - Brings readers up-to-speed on current trends and methods in a dynamic and growing field - Provides academic teachers with a complete resource, covering fundamental concepts as well as applications

Distributed Computing to Blockchain

2023-04-08 Science
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Release : 2023-04-08
Genre : Science
Kind : eBook
Book Rating : 479/5 ( reviews)

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Book Synopsis Distributed Computing to Blockchain by : Rajiv Pandey

Download or read book Distributed Computing to Blockchain written by Rajiv Pandey. This book was released on 2023-04-08. Available in PDF, EPUB and Kindle. Book excerpt: Distributed Computing to Blockchain: Architecture, Technology, and Applications provides researchers, computer scientists, and data scientists with a comprehensive and applied reference covering the evolution of distributed systems computing into blockchain and associated systems. Divided into three major sections, the book explores the basic topics in the blockchain space extending from distributed systems architecture, distributed ledger, decentralized web to introductory aspects of cryptoeconomics (cryptography and economics) of decentralized applications. The book further explores advanced concepts such as smart contracts; distributed token mining, initial coin offerings; proof of work; public, private, and other blockchains; cryptography; security; and blockchains. The book goes on to review byzantine fault tolerance, distributed ledgers versus blockchains, and blockchain protocols. The final section covers multiple use cases and applications of distributed computing and the future directions for blockchains. - Presented as a focused reference handbook describing the evolution of distributed systems, blockchain, and consensus algorithms emphasizing the architectural and functional aspects - Integrates the various concepts of cryptography in blockchain and further extends to blockchain forensics - Provides insight and detailed Interpretation of algorithms for consensus in blockchains

Biocomputing 2021 - Proceedings Of The Pacific Symposium

2020-11-24 Computers
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Release : 2020-11-24
Genre : Computers
Kind : eBook
Book Rating : 717/5 ( reviews)

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Book Synopsis Biocomputing 2021 - Proceedings Of The Pacific Symposium by : Russ B Altman

Download or read book Biocomputing 2021 - Proceedings Of The Pacific Symposium written by Russ B Altman. This book was released on 2020-11-24. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2021 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2021 will be held on a virtual platform at psb.stanford.edu/ on January 5-7, 2021. Tutorials and workshops will be offered prior to the start of the conference.PSB 2021 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.

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