Bioinformatics 2 0 Harnessing Ai For Life Sciences
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Bioinformatics 2 0 Harnessing Ai For Life Sciences
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Author : Dr. Priyanka Bhatewara Jain
language : en
Publisher: Xoffencer international book publication house
Release Date : 2025-02-02
Bioinformatics 2 0 Harnessing Ai For Life Sciences written by Dr. Priyanka Bhatewara Jain and has been published by Xoffencer international book publication house this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-02 with Science categories.
The multidisciplinary field of bioinformatics blends aspects of biology and information technology with computer science, statistics, mathematics, chemistry, biochemistry, physics, and language. The study of using computers to create databases and algorithms that will enhance and speed up biological research is known as bioinformatics. The 1990s saw the emergence of the field known as bioinformatics. The subfield of bioinformatics is primarily concerned with data related to the sequences of biological molecules, such as DNA, RNA, and proteins. Bioinformatics research heavily relies on data storage, retrieval, and analysis techniques. Different definitions of the field of bioinformatics have been put forth by different scientists and organizations. According to Fred Tekamah, bioinformatics is the way to go when it comes to using DNA and amino acid sequences and related information to solve biological problems. Bioinformatics: What is it? According to the National Centre for Biotechnology Information, it is "the field of science in which biology, computer science, and information technology merge into a single discipline," The Oxford English Dictionary defines it as follows: "Bioinformatics is conceptualizing biology in terms of molecules (in the sense of Physical chemistry) and applying informatics techniques (derived from disciplines such as applied math’s, computer science, and statistics) to understand and organize the information associated with these molecules, on a large scale. Interchangeably. The practical development of tools for data management and analysis, such as sequence analysis and genome information presentation, is the focus of bioinformatics. The application of algorithmic techniques to biological studies is the focus of computational biology. The group of systems that support life, such as information management systems, communication networks, and analysis tools, is known as bioinformation infrastructure.
The Role Of Artificial Intelligence In Advancing Applied Life Sciences
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Author : Emara, Tamer
language : en
Publisher: IGI Global
Release Date : 2025-04-29
The Role Of Artificial Intelligence In Advancing Applied Life Sciences written by Emara, Tamer and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-29 with Science categories.
The transformative role of artificial intelligence (AI) is revolutionizing the life sciences sector. AI is being used to accelerate drug discovery, personalize treatments, and improve patient outcomes. AI has demonstrated its potential in optimizing crop yields, enhancing food safety, and addressing global food security challenges. Additionally, AI has applications in climate modeling, species conservation, and pollution monitoring. Discussion of AI implementation in life sciences may stimulate further research and development in AI-driven life science solutions. The Role of Artificial Intelligence in Advancing Applied Life Sciences equips readers with a solid understanding of technology's potential to address complex life science problems. It also discusses the ethical implications and challenges associated with AI implementation in this field. Covering topics such as biomanufacturing, disease identification, and climate change patters, this book is an excellent resource for life scientists, computer scientists, healthcare practitioners, environmentalists, agriculturalists, professionals, researchers, scholars, academicians, and more.
Harnessing Cytokinin Biology In Crop Biofortification And Enhanced Food Security
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Author : Santosh Kumar Gupta
language : en
Publisher: Frontiers Media SA
Release Date : 2023-03-03
Harnessing Cytokinin Biology In Crop Biofortification And Enhanced Food Security written by Santosh Kumar Gupta 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 2023-03-03 with Science categories.
Artificial Intelligence In Healthcare
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Author : Adam Bohr
language : en
Publisher: Academic Press
Release Date : 2020-06-21
Artificial Intelligence In Healthcare written by Adam Bohr and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-21 with Computers categories.
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
Precision Medicine And Artificial Intelligence
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Author : Michael Mahler
language : en
Publisher: Elsevier
Release Date : 2021-03-17
Precision Medicine And Artificial Intelligence written by Michael Mahler and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-17 with Medical categories.
Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions Provides background, milestone and examples of precision medicine Outlines the paradigm shift towards precision medicine driven by value-based systems Discusses future applications of precision medicine research using AI Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine
Advances In Bioinformatics
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Author : Vijai Singh
language : en
Publisher: Springer Nature
Release Date : 2021-07-31
Advances In Bioinformatics written by Vijai Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-31 with Science categories.
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.
Cyber Physical Systems Security
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Author : Amitava Choudhury
language : en
Publisher: Springer Nature
Release Date : 2025-02-06
Cyber Physical Systems Security written by Amitava Choudhury and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-06 with Technology & Engineering categories.
This book is a comprehensive and cutting-edge exploration of the complexities surrounding the protection and resilience of cyber-physical systems. It delves into the critical interplay between physical components and computer systems in various domains, such as transportation, health care, manufacturing, and energy systems. The technical content of the book is divided into multiple sections, each meticulously crafted to address the key challenges and methodologies relevant to securing cyber-physical systems. The book examines the current state-of-the-art in cyber-physical systems security, showcasing the latest research findings and theoretical discussions. Key topics include the integration of technologies like IoT, AI, machine learning, and embedded systems within cyber-physical systems, and how security considerations can be effectively woven into these technologies. By adopting a multi-disciplinary approach, this book provides readers with an encompassing view of the subject matter, ensuring that both technical specialists and professionals from diverse backgrounds can benefit from its insights. The book includes practical applications and real-world case studies to illustrate how security methods and models can be successfully deployed in various scenarios. By bridging the gap between theory and practice, this book equips the readers with invaluable tools to address security challenges effectively, ensuring the resilience and reliability of the cyber-physical systems of the future.
Omics
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Author : Debmalya Barh
language : en
Publisher: CRC Press
Release Date : 2013-03-26
Omics written by Debmalya Barh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-26 with Medical categories.
With the advent of new technologies and acquired knowledge, the number of fields in omics and their applications in diverse areas are rapidly increasing in the postgenomics era. Such emerging fields—including pharmacogenomics, toxicogenomics, regulomics, spliceomics, metagenomics, and environomics—present budding solutions to combat global challenges in biomedicine, agriculture, and the environment. OMICS: Applications in Biomedical, Agricultural, and Environmental Sciences provides valuable insights into the applications of modern omics technologies to real-world problems in the life sciences. Filling a gap in the literature, it offers a broad, multidisciplinary view of current and emerging applications of omics in a single volume. Written by highly experienced active researchers, each chapter describes a particular area of omics and the associated technologies and applications. Topics covered include: Proteomics, epigenomics, and pharmacogenomics Toxicogenomics and the assessment of environmental pollutants Applications of plant metabolomics Nutrigenomics and its therapeutic applications Microalgal omics and omics approaches in biofuel production Next-generation sequencing and omics technology for transgenic plant analysis Omics approaches in crop improvement Engineering dark-operative chlorophyll synthesis Computational regulomics Omics techniques for the analysis of RNA splicing New fields, including metagenomics, glycomics, and miRNA Breast cancer biomarkers for early detection Environomics strategies for environmental sustainability This timely book explores a wide range of omics application areas in the biomedical, agricultural, and environmental sciences. Throughout, it highlights working solutions as well as open problems and future challenges. Demonstrating the diversity of omics, it introduces readers to state-of-the-art developments and trends in omics-driven research.
Bioinformatics In Veterinary Science
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Author : Jun-Mo Kim
language : en
Publisher: Springer Nature
Release Date : 2025-01-31
Bioinformatics In Veterinary Science written by Jun-Mo Kim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Science categories.
This book presents a compendium of advanced research and basic principles/approaches related to vetinformatics. All chapters have explored the role of basic methods of vetinformatics that may be very helpful for students and researchers studying/working in the area of veterinary and animal science and may also serve the purpose of textbook. The latest developments in the field are discussed, and basic concepts are introduced in a simple but comprehensive way to ensure that students/researchers are able to understand the more advanced study in the proposed field. It also provides a comprehensive list of resources used for RNAseq data analysis, metagenomics, GWAS, systems biology and multiomics integration, molecular docking, toxicity prediction, QSAR, molecular dynamics simulation, vaccine designing, and machine learning. This book serves as an invaluable resource for researchers, faculty, and students of veterinary and animal sciences for understanding modern approaches and the application of vetinformatics involved in livestock research. This also focuses to guide map and carry out studies and research in the field of vetinformatics.
The 4th Industrial Revolution
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Author : Mark Skilton
language : en
Publisher: Springer
Release Date : 2017-11-28
The 4th Industrial Revolution written by Mark Skilton and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-28 with Business & Economics categories.
This book helps decision makers grasp the importance, and applicability to business, of the new technologies and extended connectivity of systems that underlie what is becoming known as the Fourth Industrial Revolution: technologies and systems such as artificial intelligence, machine learning, 3D printing, the internet of things, virtual and augmented reality, big data and mobile networks. The WEF, OECD and UN all agree that humanity is on the cusp of the Fourth Industrial Revolution. As intelligent systems become integrated into every aspect of our lives this revolution will induce cultural and societal change of a magnitude hitherto unforeseen. These technologies challenge the values, customer experience and business propositions that have been the mainstay of almost every business and organization in existence. By redefining and encapsulating new value structures with emerging intelligent technologies, new innovative models are being created, and brought to market. Understanding the potential and impact of these changes will be a fundamental leadership requirement over the coming years. Skilton and Hovsepian provide decision makers with practical, independent and authoritative guidance to help them prepare for the changes we are all likely to witness due to the rapid convergence of technological advances. In short, bite-sized, nuggets, with frameworks supported by a deep set of practical and up-to-the-minute case studies, they shine light on the new business models and enterprise architectures emerging as businesses seek to build strategies to thrive within this brave new world.