Modeling, Control and Drug Development for COVID-19 Outbreak Prevention

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Author :
Publisher : Springer Nature
ISBN 13 : 303072834X
Total Pages : 1115 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Modeling, Control and Drug Development for COVID-19 Outbreak Prevention by : Ahmad Taher Azar

Download or read book Modeling, Control and Drug Development for COVID-19 Outbreak Prevention written by Ahmad Taher Azar and published by Springer Nature. This book was released on 2021-11-01 with total page 1115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is well-structured book which consists of 31 full chapters. The book chapters' deal with the recent research problems in the areas of modeling, control and drug development, and it presents various techniques of COVID-19 outbreak prevention modeling. The book also concentrates on computational simulations that may help speed up the development of drugs to counter the novel coronavirus responsible for COVID-19. This is an open access book.

Health-Related Emergency Disaster Risk Management (Health-EDRM)

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Publisher : MDPI
ISBN 13 : 303936314X
Total Pages : 294 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Health-Related Emergency Disaster Risk Management (Health-EDRM) by : Emily Ying Yang Chan

Download or read book Health-Related Emergency Disaster Risk Management (Health-EDRM) written by Emily Ying Yang Chan and published by MDPI. This book was released on 2020-12-29 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disasters such as earthquakes, cyclones, floods, heat waves, nuclear accidents, and large scale pollution incidents take lives and cause exceptionally large health problems. The majority of large-scale disasters affect the most vulnerable populations, which are often comprised of people of extreme ages, in remote living areas, with endemic poverty, and with low literacy. Health-related emergency disaster risk management (Health-EDRM) [1] refers to the systematic analysis and management of health risks surrounding emergencies and disasters; it plays an important role in reducing hazards and vulnerability along with extending preparedness, response, and recovery measures. This concept encompasses risk analyses and interventions, such as accessible early warning systems, timely deployment of relief workers, and the provision of suitable drugs and medical equipment, to decrease the impact of disaster on people before, during, and after disaster events. Disaster risk profiling and interventions can be at the personal/household, community, and system/political levels; they can be targeted at specific health risks including respiratory issues caused by indoor burning, re-emergence of infectious disease due to low vaccination coverage, and gastrointestinal problems resulting from unregulated waste management. Unfortunately, there has been a major gap in the scientific literature regarding Health-EDRM. The aim of this Special Issue of IJERPH was to present papers describing/reporting the latest disaster and health risk analyses, as well as interventions for health-related disaster risk management, in an effort to address this gap and facilitate major global policies and initiatives for disaster risk reduction.

Computational Modeling and Data Analysis in COVID-19 Research

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Author :
Publisher : CRC Press
ISBN 13 : 1000384977
Total Pages : 270 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Computational Modeling and Data Analysis in COVID-19 Research by : Chhabi Rani Panigrahi

Download or read book Computational Modeling and Data Analysis in COVID-19 Research written by Chhabi Rani Panigrahi and published by CRC Press. This book was released on 2021-05-10 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know prevention is better than cure, so by using several ML techniques, researchers can try to predict the disease in its early stage and develop more effective medications and treatments. Computational technologies in areas like AI, ML, Internet of Things (IoT), and drone technologies underlie a range of applications that can be developed and utilized for this purpose. Because in most cases there is no one solution to stop the spreading of pandemic diseases, and the integration of several tools and tactics are needed. Many successful applications of AI, ML, IoT, and drone technologies already exist, including systems that analyze past data to predict and conclude some useful information for controlling the spread of COVID-19 infections using minimum resources. The AI and ML approach can be helpful to design different models to give a predictive solution for mitigating infection and preventing larger outbreaks. This book: Examines the use of artificial intelligence (AI), machine learning (ML), Internet of Things (IoT), and drone technologies as a helpful predictive solution for controlling infection of COVID-19 Covers recent research related to the COVID-19 pandemic and includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle a pandemic outbreak Examines the performance, implementation, architecture, and techniques of different analytical and statistical models related to COVID-19 Includes different case studies on COVID-19 Dr. Chhabi Rani Panigrahi is Assistant Professor in the Department of Computer Science at Rama Devi Women’s University, Bhubaneswar, India. Dr. Bibudhendu Pati is Associate Professor and Head of the Department of Computer Science at Rama Devi Women’s University, Bhubaneswar, India. Dr. Mamata Rath is Assistant Professor in the School of Management (Information Technology) at Birla Global University, Bhubaneswar, India. Prof. Rajkumar Buyya is a Redmond Barry Distinguished Professor and Director of the Cloud Computing and Distributed Systems (CLOUDS) Laboratory at the University of Melbourne, Australia.

Artificial Intelligence for COVID-19

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Publisher : Springer Nature
ISBN 13 : 3030697444
Total Pages : 594 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Artificial Intelligence for COVID-19 by : Diego Oliva

Download or read book Artificial Intelligence for COVID-19 written by Diego Oliva and published by Springer Nature. This book was released on 2021-07-19 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a compilation of the most recent implementation of artificial intelligence methods for solving different problems generated by the COVID-19. The problems addressed came from different fields and not only from medicine. The information contained in the book explores different areas of machine and deep learning, advanced image processing, computational intelligence, IoT, robotics and automation, optimization, mathematical modeling, neural networks, information technology, big data, data processing, data mining, and likewise. Moreover, the chapters include the theory and methodologies used to provide an overview of applying these tools to the useful contribution to help to face the emerging disaster. The book is primarily intended for researchers, decision makers, practitioners, and readers interested in these subject matters. The book is useful also as rich case studies and project proposals for postgraduate courses in those specializations.

Disease Control Priorities, Third Edition (Volume 9)

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Publisher : World Bank Publications
ISBN 13 : 1464805288
Total Pages : 426 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Disease Control Priorities, Third Edition (Volume 9) by : Dean T. Jamison

Download or read book Disease Control Priorities, Third Edition (Volume 9) written by Dean T. Jamison and published by World Bank Publications. This book was released on 2017-12-06 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the culminating volume in the DCP3 series, volume 9 will provide an overview of DCP3 findings and methods, a summary of messages and substantive lessons to be taken from DCP3, and a further discussion of cross-cutting and synthesizing topics across the first eight volumes. The introductory chapters (1-3) in this volume take as their starting point the elements of the Essential Packages presented in the overview chapters of each volume. First, the chapter on intersectoral policy priorities for health includes fiscal and intersectoral policies and assembles a subset of the population policies and applies strict criteria for a low-income setting in order to propose a "highest-priority" essential package. Second, the chapter on packages of care and delivery platforms for universal health coverage (UHC) includes health sector interventions, primarily clinical and public health services, and uses the same approach to propose a highest priority package of interventions and policies that meet similar criteria, provides cost estimates, and describes a pathway to UHC.

Biomedical Innovations to Combat COVID-19

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Publisher : Academic Press
ISBN 13 : 0323902499
Total Pages : 411 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Biomedical Innovations to Combat COVID-19 by : Sergio Rosales-Mendoza

Download or read book Biomedical Innovations to Combat COVID-19 written by Sergio Rosales-Mendoza and published by Academic Press. This book was released on 2021-10-15 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Innovations to Combat COVID-19 provides an updated overview on the development of vaccines, antiviral drugs and nanomaterials, and diagnostic methods for the fight against COVID-19. Perspectives on such technologies are identified, discussed, and enriched with figures for easy understanding and applicability. Furthermore, it contains basic aspects of virology, immunology, and antiviral drugs that are needed to fully appreciate these innovations. This book is split into four sections: introduction, presenting basic virologic and epidemiological aspects of COVID-19; vaccines against COVID-19, discussing their different types and applications used to develop them; diagnostic approaches for SARS-CoV-2, encompassing advanced sensing and microfluidic-based biosensors; and drug development and delivery, where antivirals based on nanomaterials or drugs are presented. It is a valuable source for virologists, biotechnologists, and members of biomedical field interested in learning more about how novel technologies can be applied to fasten the eradication of the COVID-19 and similar pandemics. Presents updated literature coverage summarizing the most relevant information on COVID-19 Written by experts from diverse scientific domains in order to provide readers with a thorough view on the subject Encompasses tables, figures and information trees especially developed for the book in order to condense and highlight key points for quick reference

Framework for Equitable Allocation of COVID-19 Vaccine

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Author :
Publisher : National Academies Press
ISBN 13 : 030968224X
Total Pages : 273 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis Framework for Equitable Allocation of COVID-19 Vaccine by : National Academies of Sciences, Engineering, and Medicine

Download or read book Framework for Equitable Allocation of COVID-19 Vaccine written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-11-30 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: In response to the coronavirus disease 2019 (COVID-19) pandemic and the societal disruption it has brought, national governments and the international community have invested billions of dollars and immense amounts of human resources to develop a safe and effective vaccine in an unprecedented time frame. Vaccination against this novel coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), offers the possibility of significantly reducing severe morbidity and mortality and transmission when deployed alongside other public health strategies and improved therapies. Health equity is intertwined with the impact of COVID-19 and there are certain populations that are at increased risk of severe illness or death from COVID-19. In the United States and worldwide, the pandemic is having a disproportionate impact on people who are already disadvantaged by virtue of their race and ethnicity, age, health status, residence, occupation, socioeconomic condition, or other contributing factors. Framework for Equitable Allocation of COVID-19 Vaccine offers an overarching framework for vaccine allocation to assist policy makers in the domestic and global health communities. Built on widely accepted foundational principles and recognizing the distinctive characteristics of COVID-19, this report's recommendations address the commitments needed to implement equitable allocation policies for COVID-19 vaccine.

SARS

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Publisher :
ISBN 13 : 9789241546430
Total Pages : 196 pages
Book Rating : 4.5/5 (464 download)

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Book Synopsis SARS by :

Download or read book SARS written by and published by . This book was released on 2004-01-01 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: SARS is a newly identified human infection caused by a corona virus unlike any other known human or animal virus in its family. The analysis of epidemiological information obtained from the sites of the outbreaks of SARS is still underway but the overall case fatality ratio is known to approach 11% although the rate among the elderly is much higher. Currently the major challenges for the treatment of SARS are: the source of the SARS virus and mode of transmission are still not well understood; there are problems with diagnostic tools; there is no effective treatment; and there is no vaccine for SARS. The above-mentioned difficulties and challenges have motivated national authorities health workers and scientists to explore the potential of complementary treatment. The results of research on integrated treatment with TCM and Western medicine showed that it is safe and that it also has some potential clinical benefits. Therefore the experts suggested that records of such experience could serve as reference material for treatment of SARS in the future. This publication is intended to share experience in the complementary treatment of SARS patients; share the experience of clinical studies in the field of traditional medicine for treatment of SARS between the physicians and researchers; and to further encourage and promote the quality of research in the filed of traditional medicine.

Prevention And Control Of Covid-19

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Publisher : World Scientific
ISBN 13 : 9811220514
Total Pages : 72 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Prevention And Control Of Covid-19 by :

Download or read book Prevention And Control Of Covid-19 written by and published by World Scientific. This book was released on 2020-04-15 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shanghai COVID-19 Medical Treatment Expert Team edits this timely guide for effective prevention and control of COVID-19. Readers will obtain useful guidance on prevention and control of COVID-19 in different places ranging from homes, outdoors, workplaces, etc. You will know 'What is the purpose and significance of home quarantine?', ' When do you need to wear a mask?', 'How should you wash your hands?', 'Do you need to wear a mask in an elevator?', 'What foods are safe to eat and what are not?', 'How to deal with express parcels from major epidemic areas or other areas?' and many other useful tips.Related Link(s)

Design and Analysis of Vaccine Studies

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Publisher : Springer Science & Business Media
ISBN 13 : 0387686363
Total Pages : 390 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Design and Analysis of Vaccine Studies by : M. Elizabeth Halloran

Download or read book Design and Analysis of Vaccine Studies written by M. Elizabeth Halloran and published by Springer Science & Business Media. This book was released on 2009-10-27 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: As well as being a reference for the design, analysis, and interpretation of vaccine studies, the text covers all design and analysis stages, from vaccine development to post-licensure surveillance, presenting likelihood, frequentists, and Bayesian approaches.

Foundations of Artificial Intelligence in Healthcare and Bioscience

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Publisher : Academic Press
ISBN 13 : 0323860052
Total Pages : 562 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Foundations of Artificial Intelligence in Healthcare and Bioscience by : Louis J. Catania

Download or read book Foundations of Artificial Intelligence in Healthcare and Bioscience written by Louis J. Catania and published by Academic Press. This book was released on 2020-11-25 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundational Handbook of Artificial Intelligence in Healthcare and Bioscience: A User Friendly Guide for IT Professionals, Healthcare Providers, Researchers, and Clinicians uses color-coded illustrations to explain AI from its basics to modern technologies. Other sections cover extensive, current literature research and citations regarding AI’s role in the business and clinical aspects of health care. The book provides readers with a unique opportunity to appreciate AI technology in practical terms, understand its applications, and realize its profound influence on the clinical and business aspects of health care. Artificial Intelligence is a disruptive technology that is having a profound and growing influence on the business of health care as well as medical diagnosis, treatment, research and clinical delivery. The AI relationships in health care are complex, but understandable, especially when discussed and developed from their foundational elements through to their practical applications in health care. Provides an illustrated, foundational guide and comprehensive descriptions of what Artificial Intelligence is and how it functions Integrates a comprehensive discussion of AI applications in the business of health care Presents in-depth clinical and AI-related discussions on diagnostic medicine, therapeutic medicine, and prevalent disease categories with an emphasis on immunology and genetics, the two categories most influenced by AI Includes comprehensive coverage of a variety of AI treatment applications, including medical/pharmaceutical care, nursing care, stem cell therapies, robotics, and 10 common disease categories with AI applications

Clinical Virology

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Publisher : John Wiley & Sons
ISBN 13 : 1555819435
Total Pages : 1489 pages
Book Rating : 4.5/5 (558 download)

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Book Synopsis Clinical Virology by : Douglas D. Richman

Download or read book Clinical Virology written by Douglas D. Richman and published by John Wiley & Sons. This book was released on 2020-07-10 with total page 1489 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential reference of clinical virology Virology is one of the most dynamic and rapidly changing fields of clinical medicine. For example, sequencing techniques from human specimens have identified numerous new members of several virus families, including new polyomaviruses, orthomyxoviruses, and bunyaviruses. Clinical Virology, Fourth Edition, has been extensively revised and updated to incorporate the latest developments and relevant research. Chapters written by internationally recognized experts cover novel viruses, pathogenesis, epidemiology, diagnosis, treatment, and prevention, organized into two major sections: Section 1 provides information regarding broad topics in virology, including immune responses, vaccinology, laboratory diagnosis, principles of antiviral therapy, and detailed considerations of important organ system manifestations and syndromes caused by viral infections. Section 2 provides overviews of specific etiologic agents and discusses their biology, epidemiology, pathogenesis of disease causation, clinical manifestations, laboratory diagnosis, and management. Clinical Virology provides the critical information scientists and health care professionals require about all aspects of this rapidly evolving field.

National Strategy for the COVID-19 Response and Pandemic Preparedness

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Publisher : Simon and Schuster
ISBN 13 : 1510767614
Total Pages : 329 pages
Book Rating : 4.5/5 (17 download)

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Book Synopsis National Strategy for the COVID-19 Response and Pandemic Preparedness by : Joseph R. Biden, Jr.

Download or read book National Strategy for the COVID-19 Response and Pandemic Preparedness written by Joseph R. Biden, Jr. and published by Simon and Schuster. This book was released on 2021-05-04 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ultimate guide for anyone wondering how President Joe Biden will respond to the COVID-19 pandemic—all his plans, goals, and executive orders in response to the coronavirus crisis. Shortly after being inaugurated as the 46th President of the United States, Joe Biden and his administration released this 200 page guide detailing his plans to respond to the coronavirus pandemic. The National Strategy for the COVID-19 Response and Pandemic Preparedness breaks down seven crucial goals of President Joe Biden's administration with regards to the coronavirus pandemic: 1. Restore trust with the American people. 2. Mount a safe, effective, and comprehensive vaccination campaign. 3. Mitigate spread through expanding masking, testing, data, treatments, health care workforce, and clear public health standards. 4. Immediately expand emergency relief and exercise the Defense Production Act. 5. Safely reopen schools, businesses, and travel while protecting workers. 6. Protect those most at risk and advance equity, including across racial, ethnic and rural/urban lines. 7. Restore U.S. leadership globally and build better preparedness for future threats. Each of these goals are explained and detailed in the book, with evidence about the current circumstances and how we got here, as well as plans and concrete steps to achieve each goal. Also included is the full text of the many Executive Orders that will be issued by President Biden to achieve each of these goals. The National Strategy for the COVID-19 Response and Pandemic Preparedness is required reading for anyone interested in or concerned about the COVID-19 pandemic and its effects on American society.

Viral Proteases and Their Inhibitors

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Publisher : Academic Press
ISBN 13 : 0128096829
Total Pages : 516 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Viral Proteases and Their Inhibitors by : Satya Prakash Gupta

Download or read book Viral Proteases and Their Inhibitors written by Satya Prakash Gupta and published by Academic Press. This book was released on 2017-07-03 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Viral Proteases and Their Inhibitors provides a thorough examination of viral proteases from their molecular components, to therapeutic applications. As information on three dimensional structures and biological functions of these viral proteases become known, unexpected protein folds and unique mechanisms of proteolysis are realized. This book investigates how this facilitates the design and development of potent antiviral agents used against life-threatening viruses. Users will find descriptions of each virus that detail the structure and function of viral proteases, discuss the design and development of inhibitors, and analyze the structure-activity relationships of inhibitors. This book is ideal biochemists, virologists and those working on antiviral agents. Provides comprehensive, state-of-the-art coverage of virus infections, the virus lifecycle, and mechanisms of protease inhibition Analyzes structure-activity relationships of inhibitors of each viral protease Presents an in-depth view of the structure and function of viral proteases

Moving From COVID-19 Mathematical Models to Vaccine Design: Theory, Practice and Experiences

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Author :
Publisher : Bentham Science Publishers
ISBN 13 : 9815051911
Total Pages : 583 pages
Book Rating : 4.8/5 (15 download)

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Book Synopsis Moving From COVID-19 Mathematical Models to Vaccine Design: Theory, Practice and Experiences by : Andrés Fraguela-Collar

Download or read book Moving From COVID-19 Mathematical Models to Vaccine Design: Theory, Practice and Experiences written by Andrés Fraguela-Collar and published by Bentham Science Publishers. This book was released on 2022-09-05 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: This compendium represents a set of guides to understanding the challenging scientific, epidemiological, clinical, social, and economic phenomenon that is represented by the COVID-19 pandemic. The book explains the mathematical modeling of COVID-19 infection, with emphasis on traditional epidemiological principles. It represents a rigorous, comprehensive and multidisciplinary approach to a complex phenomenon. The chapters take into account the knowledge arising from different disciplines (epidemiology, pathophysiology, immunology, medicine, biology, vaccine development, etc.). It also covers COVID-19 data analysis, giving the reader a perspective of statistics and data science, and includes a discussion about social and economic issues of the pandemic. Each chapter is devoted to a specific topic, and is contributed by experts in epidemiology. Because of its multidisciplinary nature, this book is intended as a reference on mathematical models and basic immunotherapy for COVID-19 for a broad community of readers, from scholars who have scientific training, to general readers who have an interest in the disease.

The Vaccine

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Publisher : St. Martin's Press
ISBN 13 : 1250280370
Total Pages : 272 pages
Book Rating : 4.2/5 (52 download)

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Book Synopsis The Vaccine by : Joe Miller

Download or read book The Vaccine written by Joe Miller and published by St. Martin's Press. This book was released on 2022-02-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winners of the Paul Ehrlich Prize The dramatic story of the married scientists who founded BioNTech and developed the first vaccine against COVID-19. Nobody thought it was possible. In mid-January 2020, Ugur Sahin told Özlem Türeci, his wife and decades-long research partner, that a vaccine against what would soon be known as COVID-19 could be developed and safely injected into the arms of millions before the end of the year. His confidence was built upon almost thirty years of research. While working to revolutionize the way that cancerous tumors are treated, the couple had explored a volatile and overlooked molecule called messenger RNA; they believed it could be harnessed to redirect the immune system's forces against any number of diseases. As the founders of BioNTech, they faced widespread skepticism from the scientific community at first; but by the time Sars-Cov-2 was discovered in Wuhan, China, BioNTech was prepared to deploy cutting edge technology and create the world’s first clinically approved inoculation for the coronavirus. The Vaccine draws back the curtain on one of the most important medical breakthroughs of our age; it will reveal how Doctors Sahin and Türeci were able to develop twenty vaccine candidates within weeks, convince Big Pharma to support their ambitious project, navigate political interference from the Trump administration and the European Union, and provide more than three billion doses of the Pfizer/BioNTech vaccine to countries around the world in record time. Written by Joe Miller—the Financial Times’ Frankfurt correspondent who covered BioNTech’s COVID-19 project in real time—with contributions from Sahin and Türeci, as well as interviews with more than sixty scientists, politicians, public health officials, and BioNTech staff, the book covers key events throughout the extraordinary year, as well as exploring the scientific, economic, and personal background of each medical innovation. Crafted to be both completely accessible to the average reader and filled with details that will fascinate seasoned microbiologists, The Vaccine explains the science behind the breakthrough, at a time when public confidence in vaccine safety and efficacy is crucial to bringing an end to this pandemic.

Computer Intelligence Against Pandemics

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110767686
Total Pages : 386 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Computer Intelligence Against Pandemics by : Siddhartha Bhattacharyya

Download or read book Computer Intelligence Against Pandemics written by Siddhartha Bhattacharyya and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-08-07 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the most recent research and innovative developments regarding the new strains of COVID-19. While medical and natural sciences have been working instantly on deriving solutions and trying to protect humankind against such virus types, there is also a great focus on technological developments for improving the mechanism – momentum of science for effective and efficient solutions. At this point, computational intelligence is the most powerful tools for researchers to fight against COVID-19. Thanks to instant data-analyze and predictive techniques by computational intelligence, it is possible to get positive results and introduce revolutionary solutions against related medical diseases. By running capabilities – resources for rising the computational intelligence, technological fields like Artificial Intelligence (with Machine / Deep Learning), Data Mining, Applied Mathematics are essential components for processing data, recognizing patterns, modelling new techniques and improving the advantages of the computational intelligence more. Nowadays, there is a great interest in the application potentials of computational intelligence to be an effective approach for taking humankind more step away, after COVID-19 and before pandemics similar to the COVID-19 many appear.