Bioinformatics In The Era Of Post Genomics And Big Data

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Bioinformatics in the Era of Post Genomics and Big Data

Author : Ibrokhim Y. Abdurakhmonov
Publisher : BoD – Books on Demand
ISBN 13 : 1789232686
Total Pages : 190 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis Bioinformatics in the Era of Post Genomics and Big Data by : Ibrokhim Y. Abdurakhmonov

Download or read book Bioinformatics in the Era of Post Genomics and Big Data written by Ibrokhim Y. Abdurakhmonov and published by BoD – Books on Demand. This book was released on 2018-06-20 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bioinformatics has evolved significantly in the era of post genomics and big data. Huge advancements were made toward storing, handling, mining, comparing, extracting, clustering and analysis as well as visualization of big macromolecular data using novel computational approaches, machine and deep learning methods, and web-based server tools. There are extensively ongoing world-wide efforts to build the resources for regional hosting, organized and structured access and improving the pre-existing bioinformatics tools to efficiently and meaningfully analyze day-to-day increasing big data. This book intends to provide the reader with updates and progress on genomic data analysis, data modeling and network-based system tools.

Bioinformatics in the Era of Post Genomics and Big Data

Author : Ibrokhim Y. Abdurakhmonov
Publisher :
ISBN 13 : 9781789232691
Total Pages : 177 pages
Book Rating : 4.2/5 (326 download)

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Book Synopsis Bioinformatics in the Era of Post Genomics and Big Data by : Ibrokhim Y. Abdurakhmonov

Download or read book Bioinformatics in the Era of Post Genomics and Big Data written by Ibrokhim Y. Abdurakhmonov and published by . This book was released on 2018 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bioinformatics in the Post-genomic Era

Author : Jeffrey Augen
Publisher : Addison-Wesley Professional
ISBN 13 :
Total Pages : 412 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Bioinformatics in the Post-genomic Era by : Jeffrey Augen

Download or read book Bioinformatics in the Post-genomic Era written by Jeffrey Augen and published by Addison-Wesley Professional. This book was released on 2005 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive treatment of the role of bioinformatics in the emerging world of molecular medicine, for anyone involved in this new field

Bioinformatics in the Post-genomic Era

Author : Ivan Y. Torshin
Publisher : Nova Publishers
ISBN 13 : 9781600210488
Total Pages : 282 pages
Book Rating : 4.2/5 (14 download)

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Book Synopsis Bioinformatics in the Post-genomic Era by : Ivan Y. Torshin

Download or read book Bioinformatics in the Post-genomic Era written by Ivan Y. Torshin and published by Nova Publishers. This book was released on 2006 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedicine is one of the most important fields for the prospective applications of the information from human genome studies. However, there are many 'white spots' in the present-day understanding of the biomedical implications of this information. Given that at least half of the proteins in the established sequence of the human genome have no annotation whatsoever and that the sequence similarity searches are not likely to produce any, definite research strategies to analyse the functions of these unknown proteins as well as other enigmatic aspects of the human genome are being elaborated. The elaboration of the logistics of these research strategies, of the relevant computational methodologies as well as the general management of the informational complexity of the biological systems belong to the main tasks for the post-genomic bioinformatics. This volume concentrates on the role of the biophysical studies and biophysical concepts that can assist the endeavour.

Big Data Analytics in Genomics

Author : Ka-Chun Wong
Publisher : Springer
ISBN 13 : 3319412795
Total Pages : 428 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Big Data Analytics in Genomics by : Ka-Chun Wong

Download or read book Big Data Analytics in Genomics written by Ka-Chun Wong and published by Springer. This book was released on 2016-10-24 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume explores the emerging intersection between big data analytics and genomics. Recent sequencing technologies have enabled high-throughput sequencing data generation for genomics resulting in several international projects which have led to massive genomic data accumulation at an unprecedented pace. To reveal novel genomic insights from this data within a reasonable time frame, traditional data analysis methods may not be sufficient or scalable, forcing the need for big data analytics to be developed for genomics. The computational methods addressed in the book are intended to tackle crucial biological questions using big data, and are appropriate for either newcomers or veterans in the field.This volume offers thirteen peer-reviewed contributions, written by international leading experts from different regions, representing Argentina, Brazil, China, France, Germany, Hong Kong, India, Japan, Spain, and the USA. In particular, the book surveys three main areas: statistical analytics, computational analytics, and cancer genome analytics. Sample topics covered include: statistical methods for integrative analysis of genomic data, computation methods for protein function prediction, and perspectives on machine learning techniques in big data mining of cancer. Self-contained and suitable for graduate students, this book is also designed for bioinformaticians, computational biologists, and researchers in communities ranging from genomics, big data, molecular genetics, data mining, biostatistics, biomedical science, cancer research, medical research, and biology to machine learning and computer science. Readers will find this volume to be an essential read for appreciating the role of big data in genomics, making this an invaluable resource for stimulating further research on the topic.

Gene Quantification

Author : Francois Ferre
Publisher : Springer Science & Business Media
ISBN 13 : 1461241642
Total Pages : 379 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Gene Quantification by : Francois Ferre

Download or read book Gene Quantification written by Francois Ferre and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geneticists and molecular biologists have been interested in quantifying genes and their products for many years and for various reasons (Bishop, 1974). Early molecular methods were based on molecular hybridization, and were devised shortly after Marmur and Doty (1961) first showed that denaturation of the double helix could be reversed - that the process of molecular reassociation was exquisitely sequence dependent. Gillespie and Spiegelman (1965) developed a way of using the method to titrate the number of copies of a probe within a target sequence in which the target sequence was fixed to a membrane support prior to hybridization with the probe - typically a RNA. Thus, this was a precursor to many of the methods still in use, and indeed under development, today. Early examples of the application of these methods included the measurement of the copy numbers in gene families such as the ribosomal genes and the immunoglo bulin family. Amplification of genes in tumors and in response to drug treatment was discovered by this method. In the same period, methods were invented for estimating gene num bers based on the kinetics of the reassociation process - the so-called Cot analysis. This method, which exploits the dependence of the rate of reassociation on the concentration of the two strands, revealed the presence of repeated sequences in the DNA of higher eukaryotes (Britten and Kohne, 1968). An adaptation to RNA, Rot analysis (Melli and Bishop, 1969), was used to measure the abundance of RNAs in a mixed population.

Big Data Analytics in Bioinformatics and Healthcare

Author : Wang, Baoying
Publisher : IGI Global
ISBN 13 : 1466666129
Total Pages : 528 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Big Data Analytics in Bioinformatics and Healthcare by : Wang, Baoying

Download or read book Big Data Analytics in Bioinformatics and Healthcare written by Wang, Baoying and published by IGI Global. This book was released on 2014-10-31 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

Knowledge Modelling and Big Data Analytics in Healthcare

Author : Mayuri Mehta
Publisher : CRC Press
ISBN 13 : 1000477762
Total Pages : 362 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Knowledge Modelling and Big Data Analytics in Healthcare by : Mayuri Mehta

Download or read book Knowledge Modelling and Big Data Analytics in Healthcare written by Mayuri Mehta and published by CRC Press. This book was released on 2021-12-09 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge Modelling and Big Data Analytics in Healthcare: Advances and Applications focuses on automated analytical techniques for healthcare applications used to extract knowledge from a vast amount of data. It brings together a variety of different aspects of the healthcare system and aids in the decision-making processes for healthcare professionals. The editors connect four contemporary areas of research rarely brought together in one book: artificial intelligence, big data analytics, knowledge modelling, and healthcare. They present state-of-the-art research from the healthcare sector, including research on medical imaging, healthcare analysis, and the applications of artificial intelligence in drug discovery. This book is intended for data scientists, academicians, and industry professionals in the healthcare sector.

Advances in Bioinformatics

Author : Vijai Singh
Publisher : Springer Nature
ISBN 13 : 9813361913
Total Pages : 446 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advances in Bioinformatics by : Vijai Singh

Download or read book Advances in Bioinformatics written by Vijai Singh and published by Springer Nature. This book was released on 2021-07-31 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments in bioinformatics, highlighting the importance of bioinformatics in genomics, transcriptomics, metabolism and cheminformatics analysis, as well as in drug discovery and development. It covers tools, data mining and analysis, protein analysis, computational vaccine, and drug design. Covering cheminformatics, computational evolutionary biology and the role of next-generation sequencing and neural network analysis, it also discusses the use of bioinformatics tools in the development of precision medicine. This book offers a valuable source of information for not only beginners in bioinformatics, but also for students, researchers, scientists, clinicians, practitioners, policymakers, and stakeholders who are interested in harnessing the potential of bioinformatics in many areas.

Bioinformatics

Author : Dev Bukhsh Singh
Publisher : Academic Press
ISBN 13 : 0323900054
Total Pages : 512 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Bioinformatics by : Dev Bukhsh Singh

Download or read book Bioinformatics written by Dev Bukhsh Singh and published by Academic Press. This book was released on 2021-10-21 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bioinformatics: Methods and Applications provides a thorough and detailed description of principles, methods, and applications of bioinformatics in different areas of life sciences. It presents a compendium of many important topics of current advanced research and basic principles/approaches easily applicable to diverse research settings. The content encompasses topics such as biological databases, sequence analysis, genome assembly, RNA sequence data analysis, drug design, and structural and functional analysis of proteins. In addition, it discusses computational approaches for vaccine design, systems biology and big data analysis, and machine learning in bioinformatics.It is a valuable source for bioinformaticians, computer biologists, and members of biomedical field who needs to learn bioinformatics approaches to apply to their research and lab activities. Covers basic and more advanced developments of bioinformatics with a diverse and interdisciplinary approach to fulfill the needs of readers from different backgrounds Explains in a practical way how to decode complex biological problems using computational approaches and resources Brings case studies, real-world examples and several protocols to guide the readers with a problem-solving approach

Artificial Intelligence

Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1789840171
Total Pages : 142 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Artificial Intelligence by :

Download or read book Artificial Intelligence written by and published by BoD – Books on Demand. This book was released on 2019-07-31 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is taking on an increasingly important role in our society today. In the early days, machines fulfilled only manual activities. Nowadays, these machines extend their capabilities to cognitive tasks as well. And now AI is poised to make a huge contribution to medical and biological applications. From medical equipment to diagnosing and predicting disease to image and video processing, among others, AI has proven to be an area with great potential. The ability of AI to make informed decisions, learn and perceive the environment, and predict certain behavior, among its many other skills, makes this application of paramount importance in today's world. This book discusses and examines AI applications in medicine and biology as well as challenges and opportunities in this fascinating area.

Introduction to Molecular Genomics

Author : Maryam Javed
Publisher : Bentham Science Publishers
ISBN 13 : 1681089262
Total Pages : 202 pages
Book Rating : 4.6/5 (81 download)

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Book Synopsis Introduction to Molecular Genomics by : Maryam Javed

Download or read book Introduction to Molecular Genomics written by Maryam Javed and published by Bentham Science Publishers. This book was released on 2021-11-02 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Molecular Genomics introduces the college student to the fundamental concepts of molecular biology and genomics. The text puts an emphasis on important topics in the subject that contribute to the learner’s understanding. These topics include molecular genomics, biodiversity and molecular phenomenon behind evolution of species, modern molecular methods for enhanced genomics research, DNA modifications at the molecular level for transgenic animal species, the role of cell environment on the gene expression, to name a few. The book has been designed to suit the requirements of educational courses in molecular biology, genomics and biochemistry. Key features - Covers basic concepts on key topics in molecular biology and genomics - Simple easy-to-read layout - Includes references for further reading - Includes a section on ethical aspects of scientific research Introduction to Molecular Genomics is a simple primer for students in applied or advanced life science courses at undergraduate levels

Research in Computational Molecular Biology

Author : Itsik Pe'er
Publisher : Springer Nature
ISBN 13 : 3031047494
Total Pages : 413 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Research in Computational Molecular Biology by : Itsik Pe'er

Download or read book Research in Computational Molecular Biology written by Itsik Pe'er and published by Springer Nature. This book was released on 2022-05-11 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 26th Annual Conference on Research in Computational Molecular Biology, RECOMB 2022, held in San Diego, CA, USA in May 2022. The 17 regular and 23 short papers presented were carefully reviewed and selected from 188 submissions. The papers report on original research in all areas of computational molecular biology and bioinformatics.

Plant Genetic Resources for the 21st Century

Author : Kioumars Ghamkhar
Publisher : CRC Press
ISBN 13 : 1000609685
Total Pages : 340 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Plant Genetic Resources for the 21st Century by : Kioumars Ghamkhar

Download or read book Plant Genetic Resources for the 21st Century written by Kioumars Ghamkhar and published by CRC Press. This book was released on 2023-02-06 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring plant genetic resources is crucial in a time when food security has been a critical topic worldwide due to crop shortages and the impact of climate change. This new book, Plant Genetic Resources for the 21st Century: The OMICS Era, presents the practical advancements in genomics, epigenetics, metabolomics, and phenomics from the point of view of researchers and scientists working in the field of genebanks, genetics resources, and germplasm for enabling plant breeding and adaptation to a changing climate. The book highlights the importance of genebanks as centers of innovation for crop and forage improvement and discusses database solutions for genebanks and germplasm collections. The book first looks at plant genetic resources and their values and goes on to investigate several genomic technologies for plant improvement, conservation, and better adaptation to changing climates. Major crops such as wheat and barley are discussed with genomic approaches for diversity and resilience to drought and other adverse conditions. Other omics techniques discussed include phenomics for the improvement of crop adaptation, metabolomics research for germplasm improvement and adaptation, and more. This volume will be valuable for researchers who are presently working in or with genebanks and genetic resources, primarily for trait or allele discovery and germplasm improvement. Most chapters in the book can also be used as teaching material at the undergraduate and postgraduate levels.

Applied Epigenetics for Mental Health Professionals

Author : Onoriode Edeh, M.D.
Publisher : American Psychiatric Pub
ISBN 13 : 1615374132
Total Pages : 192 pages
Book Rating : 4.6/5 (153 download)

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Book Synopsis Applied Epigenetics for Mental Health Professionals by : Onoriode Edeh, M.D.

Download or read book Applied Epigenetics for Mental Health Professionals written by Onoriode Edeh, M.D. and published by American Psychiatric Pub. This book was released on 2023-11-20 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Brain Informatics

Author : Mufti Mahmud
Publisher : Springer Nature
ISBN 13 : 3030869938
Total Pages : 606 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Brain Informatics by : Mufti Mahmud

Download or read book Brain Informatics written by Mufti Mahmud and published by Springer Nature. This book was released on 2021-09-15 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Brain Informatics, BI 2021, held in September 2021. The conference was held virtually due to the COVID-19 pandemic. The 49 full and 2 short papers together with 18 abstract papers were carefully reviewed and selected from 90 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; investigations of human information processing systems; brain big data analytics, curation and management; informatics paradigms for brain and mental health research; and brain-machine intelligence and brain-inspired computing.

Neuromorphic Engineering

Author : Elishai Ezra Tsur
Publisher : CRC Press
ISBN 13 : 1000421325
Total Pages : 242 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Neuromorphic Engineering by : Elishai Ezra Tsur

Download or read book Neuromorphic Engineering written by Elishai Ezra Tsur and published by CRC Press. This book was released on 2021-08-27 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: The brain is not a glorified digital computer. It does not store information in registers, and it does not mathematically transform mental representations to establish perception or behavior. The brain cannot be downloaded to a computer to provide immortality, nor can it destroy the world by having its emerged consciousness traveling in cyberspace. However, studying the brain's core computation architecture can inspire scientists, computer architects, and algorithm designers to think fundamentally differently about their craft. Neuromorphic engineers have the ultimate goal of realizing machines with some aspects of cognitive intelligence. They aspire to design computing architectures that could surpass existing digital von Neumann-based computing architectures' performance. In that sense, brain research bears the promise of a new computing paradigm. As part of a complete cognitive hardware and software ecosystem, neuromorphic engineering opens new frontiers for neuro-robotics, artificial intelligence, and supercomputing applications. This book will present neuromorphic engineering from three perspectives: the scientist, the computer architect, and the algorithm designer. We will zoom in and out of the different disciplines, allowing readers with diverse backgrounds to understand and appreciate the field. Overall, the book will cover the basics of neuronal modeling, neuromorphic circuits, neural architectures, event-based communication, and the neural engineering framework. Readers will have the opportunity to understand the different views over the inherently multidisciplinary field of neuromorphic engineering.