Genomic Intelligence
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Genomic Intelligence
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Author : Sheetanshu Gupta
language : en
Publisher: CRC Press
Release Date : 2024-12-06
Genomic Intelligence written by Sheetanshu Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Science categories.
The field of metagenomics has revolutionized our comprehension of microbial diversity and function across various habitats, from the human body to terrestrial and aquatic environments. Simultaneously, advancements in AI have empowered researchers to analyze vast troves of genomic data with unprecedented speed and precision, facilitating new insights into the complex interplay between microorganisms and their surroundings. The subject matter in this book provides an overview of metagenomics and discusses the combination of metagenomics and AI and its significant consequences for advancements in science. The chapters examine the approaches, difficulties, and revolutionary uses of AI in metagenomics and provide insight into the convergence of genomics, metagenomics, and AI’s potential to revolutionize diverse fields from healthcare to environmental. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan)
Darwin S Blind Spot
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Author : Frank Ryan
language : en
Publisher: Houghton Mifflin Harcourt
Release Date : 2002
Darwin S Blind Spot written by Frank Ryan and has been published by Houghton Mifflin Harcourt this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Science categories.
In Ryan's view, cooperation, not competition, lies at the heart of human society.".
Genomic Biointelligence
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Genomic Biointelligence written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Health & Fitness categories.
It is with great enthusiasm that I present to you the book "Genomic Biointelligence". This book is a fascinating journey through the ever-evolving world of genomics and artificial intelligence, exploring their intersection and the role of the genomic biointelligence within this context. Genomics has revolutionized our understanding of the genetic code and brought with it a vast volume of data that challenges our ability to analyze and interpret. On the other hand, artificial intelligence has emerged as a powerful tool to deal with this complexity and extract valuable information from genomic data. Within the pages of this book, you will be guided on a comprehensive journey through key topics related to the application of artificial intelligence in genomics. From the history and evolution of artificial intelligence in genomics research to the latest applications in diagnostics, drug discovery, precision medicine and disease research, each chapter presents an important aspect of this rapidly expanding field. You will learn about genetic algorithms and their application in genomics, mathematical modeling of genomic regulatory networks, the use of neural networks in predicting protein structures, and much more. We will also discuss the challenges and limitations of using artificial intelligence in genomics, as well as ethical issues and the importance of data privacy. In addition, we will highlight the fundamental role of the genomic biointelligencist, a multidisciplinary professional who combines knowledge in genomics, artificial intelligence, bioinformatics and other related areas. The genomic biointelligence plays a crucial role in applying artificial intelligence to advance genomic research, discover new treatments, develop personalized therapies, and drive precision medicine. As we progress through this book, you will be invited to explore recent advances and the exciting possibilities that arise from the combination of genomics and artificial intelligence. Through practical examples, case studies and in-depth discussions, we hope to provide you with a solid understanding of the concepts and applications of this rapidly expanding field. Finally, I would like to express my gratitude to all the experts and researchers who contributed their unique knowledge and insights to this book. Their efforts and dedication are instrumental in advancing the field of genomics and artificial intelligence. I hope you will find this book a valuable source of information and inspiration. May it arouse your curiosity, stimulate discussions and motivate you to further explore the frontiers of knowledge in the field of genomics and artificial intelligence.
Human Genome Informatics
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Author : Christophe Lambert
language : en
Publisher: Academic Press
Release Date : 2018-08-02
Human Genome Informatics written by Christophe Lambert and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-02 with Medical categories.
Human Genome Informatics: Translating Genes into Health examines the most commonly used electronic tools for translating genomic information into clinically meaningful formats. By analyzing and comparing interpretation methods of whole genome data, the book discusses the possibilities of their application in genomic and translational medicine. Topics such as electronic decision-making tools, translation algorithms, interpretation and translation of whole genome data for rare diseases are thoroughly explored. In addition, discussions of current human genome databases and the possibilities of big data in genomic medicine are presented. With an updated approach on recent techniques and current human genomic databases, the book is a valuable source for students and researchers in genome and medical informatics. It is also ideal for workers in the bioinformatics industry who are interested in recent developments in the field. - Provides an overview of the most commonly used electronic tools to translate genomic information - Brings an update on the existing human genomic databases that directly impact genome interpretation - Summarizes and comparatively analyzes interpretation methods of whole genome data and their application in genomic medicine
Computational Intelligence For Genomics Data
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Author : Babita Pandey
language : en
Publisher: Elsevier
Release Date : 2025-01-21
Computational Intelligence For Genomics Data written by Babita Pandey and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-21 with Computers categories.
Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and simulations on MATLAB and Python for larger prediction models and explores the possibilities of software and hardware-based applications and devices for genomic disease prediction. With the inclusion of important case studies and examples, this book will be a helpful resource for researchers, graduate students, and professional engineers. - Provides comparative analysis of machine learning and deep learning methods in the analysis of genomic data, discussing major design challenges, best practices, pitfalls, and research potential - Explores machine and deep learning techniques applied to dimensionality reduction, feature extraction, data selection, and their application in genomics - Presents case studies of various diseases based on gene microarray expression data, including cancer, liver disorders, neuromuscular disorders, and neurodegenerative disorders
Quantitative Physiology
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Author : Shangbin Chen
language : en
Publisher: Springer Nature
Release Date : 2021-02-09
Quantitative Physiology written by Shangbin 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 2021-02-09 with Medical categories.
Stephen Hawking says that the 21st century will be the century of complexity and indeed now systems biology or medicine means dealing with complexity. Both the genome and physiome have emerged in studying complex physiological systems. Computational and mathematical modeling has been regarded as an efficient tool to boost the understanding about living systems in normal or pathophysiological states. Covering applied methodology, basic case studies and complex applications, this volume provides researchers with an overview of modeling and computational studies of physiology (i.e. quantitative physiology), which is becoming an increasingly important branch of systems biology. This book aims to build multi-scale models to investigate functions in living systems and explain how biomolecules, cells, organs, organ systems and organisms carry out the chemical or physical functions. Some of the models addressed are related to gene expression, calcium signalling, neural activity, blood dynamics and bone mechanics. Combining theory and practice, with extensive use of MATLAB, this book is designed to establish a paradigm for quantitative physiology by integrating biology, mathematics, physics and informatics etc. To benefit from this book, the readers are expected to have a background in general physiology and mathematics
Inside The Human Genome
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Author : John C. Avise
language : en
Publisher: Oxford University Press
Release Date : 2010-02-12
Inside The Human Genome written by John C. Avise and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-02-12 with Science categories.
Humanity's physical design flaws have long been apparent--we get hemorrhoids and impacted wisdom teeth, for instance--but do the imperfections extend down to the level of our genes? Inside the Human Genome is the first book to examine the philosophical question of why, from the perspectives of biochemistry and molecular genetics, flaws exist in the biological world. Distinguished evolutionary geneticist John Avise offers a panoramic yet penetrating exploration of the many gross deficiencies in human DNA--ranging from mutational defects to built-in design faults--while at the same time offering a comprehensive treatment of recent findings about the human genome. The author shows that the overwhelming scientific evidence for genomic imperfection provides a compelling counterargument to intelligent design. He also develops a case that theologians should welcome rather than disavow these discoveries. The evolutionary sciences can help mainstream religions escape the shackles of Intelligent Design, and thereby return religion to its rightful realm--not as the secular interpreter of the biological minutiae of our physical existence, but rather as a respectable philosophical counselor on grander matters of ultimate concern.
Routledge International Handbook Of Complexity Economics
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Author : Ping Chen
language : en
Publisher: Taylor & Francis
Release Date : 2024-11-29
Routledge International Handbook Of Complexity Economics written by Ping Chen and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Business & Economics categories.
The Routledge International Handbook of Complexity Economics covers the historical developments and early concerns of complexity theorists and brings them into engagement with the world today. In this volume, a distinguished group of international scholars explore the state of the art of complexity economics, and how it may deliver new and relevant insights to the challenges of the 21st century. Complexity science started in 1899 when Henri Poincaré described the three-body problem. The first approaches in economics emerged somewhat later, in the 1980s, driven by the Brussels-Austin school. Since then, complexity economics has gone through numerous developments: departing from linear simplifications, applying physical algorithms, to evolutionary economics and big data. This book covers the basic principles and methods, and offers an overview of the various domains—ranging from diverse fields of productivity studies, agricultural economics, to monetary economics—as well as the current challenges such as climate change, epidemics and economic inequality where complexity economics can provide insight. It closes with a review of complexity political economy and policy. Offering a vibrant alternative to orthodox economics, this handbook is a crucial resource for advanced students, researchers and economists across the disciplines of heterodox economics, economic theory and econophysics.
Raising Genomics Literacy Knowledge And Awareness
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Author : Azhar T. Rahma
language : en
Publisher: Academic Press
Release Date : 2025-05-23
Raising Genomics Literacy Knowledge And Awareness written by Azhar T. Rahma and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-23 with Science categories.
Raising Genomics Literacy, Knowledge, and Awareness is a unique resource which describes the importance of genomic literacy for the effective and streamlined implementation of genomic medicine and pharmacogenomics globally. It provides evidence and expert opinion to decipher the role of genomic and pharmacogenomic literacy to illustrate the evidence, value, and need of raising genomics awareness and education among healthcare professionals, students, and the general public. This text can be used by researchers and graduate students pursuing research in this area.• Presents hot topics such as genomic literacy and social media• Includes educational tools for raising genomics literacy• Provides frameworks and determinants of genomic literacy, knowledge, and awareness
Introduction To Synthetic Embryology
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Introduction To Synthetic Embryology written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Health & Fitness categories.
In the current era, in which science and technology are advancing by leaps and bounds, we are witness to discoveries and achievements that challenge us to rethink our understanding of life, health and human potential. Remarkable advances in the area of synthetic embryology and gene therapy have been the protagonists of a scientific revolution that takes us beyond the limits of what we previously imagined to be possible. In this book, we explore a vast territory of knowledge, delving into the fascinating domains of creation and modification of living beings, genetic manipulation and embryonic development. The aim is to offer the reader a panoramic and reflective view of the most recent advances in these areas, while raising crucial questions about ethical limits and the ethical and social challenges that accompany these discoveries. Throughout these pages, we delve into the development of gene therapies aimed at combating immune and muscle disorders, delving into the heart of personalized medicine and pointing to a future in which we can correct genetic defects even before birth. We also explore the frontiers between natural embryology and synthetic embryology, confronting traditional conceptions about the beginning of life and the revolutionary possibilities that arise from the manipulation of the fundamental mechanisms of embryonic development. With equal enthusiasm, we examine the applications of synthetic embryology in fields as diverse as creating transgenic foods, adapting organisms to hostile environments, understanding extraterrestrial life, and even colonizing other planets. In doing so, we are confronted with ethical and social dilemmas, the answers to which have the potential to shape not only science, but humanity itself. In each chapter, we seek to present a comprehensive and up-to-date view of scientific and technological advances, always accompanied by a critical and reflective analysis of the ethical implications and challenges we face. Our aim is to provide readers with a starting point for understanding these findings and for informed and constructive debate about the future of synthetic embryology and its implications for society. Therefore, I invite you, dear reader, to embark on this journey of discovery and reflection. As we enter this exciting, uncharted territory of synthetic embryology, we are confronted with profound and provocative questions about the nature of life, our own limits, and the responsibility we carry as custodians of science and innovation. This book is an invitation to explore the frontiers of science and ethics, to challenge our ingrained perceptions and conceptions and, above all, to ponder the future we wish to build. Embark on this journey with us and discover the intriguing and disturbing possibilities that synthetic embryology holds for us.