Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques PDF Author: Mohammad Sufian Badar
Publisher: Elsevier
ISBN: 0323953735
Category : Science
Languages : en
Pages : 428

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Book Description
Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques offers new insights and demonstrates how machine learning (ML), artificial intelligence (AI), and (Internet of Things (IoT) can be used to diagnose and fight COVID-19 infection. Sections also discuss the challenges we face in using these technologies. Chapters cover pathogenesis, transmission, diagnosis, and treatment strategies for COVID-19, Artificial Intelligence and Machine Learning, and Blockchain /IoT Blockchain technology, examining how AI can be applied as a tool for detection and containment of the spread of COVID-19, and on the socioeconomic and educational post-pandemic impacts of the disease. This is a multidisciplinary resource for those engaged in researching COVID-19 and how emerging technologies are being used as tools for detection, transmission and treatment strategies. - Describes the molecular basis of pathogenesis, epidemiology, transmission mechanism, diagnostic approaches, and the mutational landscape of SARS-CoV-2 - Provides insights into post COVID-19 symptoms and consequences - Demonstrates how machine learning, AI, and IoT is used to diagnose and fight COVID-19 infection - Examines the use of Blockchain technology/IoT and interpretation and validation of data obtained from artificial intelligence

Detection and Analysis of SARS Coronavirus

Detection and Analysis of SARS Coronavirus PDF Author: Chaudhery Mustansar Hussain
Publisher: John Wiley & Sons
ISBN: 3527349189
Category : Science
Languages : en
Pages : 308

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Book Description
Detection and Analysis of SARS Coronavirus Detecting and analyzing the COVID-19 pandemic with biosensor technology The highly contagious SARS CoV-2 pathogen has challenged health systems around the world as they struggle to detect and monitor the spread of the pathogen. In Detection and Analysis of SARS Coronavirus: Advanced Biosensors for Pandemic Viruses and Related Pathogens expert chemists Chaudhery Mustansar Hussain and Sudheesh K. Shukla deliver a practical analysis of how contactless coronavirus detectors may be developed using existing biosensor technology. The editors outline current challenges in the field, the bioanalytical principles for coronavirus detection, and available biosensor technology. They then move on to how available technology might be adapted to detect coronaviruses and how commercialization of the technology might unfold. The lessons learned in this book are readily applicable to the study of other current and emerging pathogens. Readers will also enjoy: A thorough introduction to the current diagnostic approaches for COVID-19, including common challenges, technology adaptation, and future potential An exploration of bio-analytical strategies for SARS CoV-2/COVID-19, including COVID detection via nanotechnology, biosensing approaches, and the role of nanotechnology in coronavirus detection Practical discussions of biosensors for the analysis of SARS CoV-2/COVID-19, including sensor development for coronavirus and chemical sensors for coronavirus diagnosis In-depth treatments of the commercialization and standardization for analytical technologies Perfect for virologists, pharmaceutical industry professionals, and sensor developers, Detection and Analysis of SARS Coronavirus is also an indispensable resource for those working in analytical research institutes, biotechnology industry professionals, and public health agency professionals.

Rapid Expert Consultations on the COVID-19 Pandemic

Rapid Expert Consultations on the COVID-19 Pandemic PDF Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309676908
Category : Medical
Languages : en
Pages : 81

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Book Description
In response to a request from the Office of Science and Technology Policy and the Office of the Assistant Secretary for Preparedness and Response, the National Academies of Sciences, Engineering, and Medicine convened a standing committee of experts to help inform the federal government on critical science and policy issues related to emerging infectious diseases and other 21st century health threats. This set of Rapid Expert Consultations are the first of their kind and represent the best evidence available to the Committee at the time each publication was released. The science on these issues is continually evolving, and the scientific consensus the Committee reaches on these topics will likely evolve with it. The standing committee includes members with expertise in emerging infectious diseases, public health, public health preparedness and response, biological sciences, clinical care and crisis standards of care, risk communication, and regulatory issues.

Coronavirus Replication and Reverse Genetics

Coronavirus Replication and Reverse Genetics PDF Author: Luis Enjuanes
Publisher: Springer Science & Business Media
ISBN: 3540267654
Category : Medical
Languages : en
Pages : 261

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Book Description
Human coronaviruses caused the SARS epidemic that infected more than 8000 people, killing about ten percent of them in 32 countries. This book provides essential information on these viruses and the development of vaccines to control coronavirus infections.

Learning from SARS

Learning from SARS PDF Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309182158
Category : Medical
Languages : en
Pages : 376

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Book Description
The emergence of severe acute respiratory syndrome (SARS) in late 2002 and 2003 challenged the global public health community to confront a novel epidemic that spread rapidly from its origins in southern China until it had reached more than 25 other countries within a matter of months. In addition to the number of patients infected with the SARS virus, the disease had profound economic and political repercussions in many of the affected regions. Recent reports of isolated new SARS cases and a fear that the disease could reemerge and spread have put public health officials on high alert for any indications of possible new outbreaks. This report examines the response to SARS by public health systems in individual countries, the biology of the SARS coronavirus and related coronaviruses in animals, the economic and political fallout of the SARS epidemic, quarantine law and other public health measures that apply to combating infectious diseases, and the role of international organizations and scientific cooperation in halting the spread of SARS. The report provides an illuminating survey of findings from the epidemic, along with an assessment of what might be needed in order to contain any future outbreaks of SARS or other emerging infections.

Quantitative Microbial Risk Assessment

Quantitative Microbial Risk Assessment PDF Author: Charles N. Haas
Publisher: John Wiley & Sons
ISBN: 1118145291
Category : Technology & Engineering
Languages : en
Pages : 439

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Book Description
Provides the latest QMRA methodologies to determine infection risk cause by either accidental microbial infections or deliberate infections caused by terrorism • Reviews the latest methodologies to quantify at every step of the microbial exposure pathways, from the first release of a pathogen to the actual human infection • Provides techniques on how to gather information, on how each microorganism moves through the environment, how to determine their survival rates on various media, and how people are exposed to the microorganism • Explains how QMRA can be used as a tool to measure the impact of interventions and identify the best policies and practices to protect public health and safety • Includes new information on genetic methods • Techniques use to develop risk models for drinking water, groundwater, recreational water, food and pathogens in the indoor environment

Sensing Tools and Techniques for COVID-19

Sensing Tools and Techniques for COVID-19 PDF Author: Sudheesh K. Shukla
Publisher: Elsevier
ISBN: 0323902812
Category : Science
Languages : en
Pages : 328

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Book Description
Sensing Tools and Techniques for COVID-19: Developments and Challenges in Analysis and Detection of Coronavirus helps readers understand the basic principles of sensor development. Sections give a brief overview of the physical and chemical properties of sensing tools and the basics of techniques. With recent advancements in sensing technology, various smart materials and techniques are now being employed for new purposes. In addition, biosensing devices can be tuned at the molecular level to perform better detection of COVID-19. This book covers the various approaches for the development and fabrication of biosensor systems for the analysis of the novel coronavirus. In addition, the book discusses the commercialization and standardization of biosensing technology, along with future perspectives on biosensor technologies used for the analysis and treatment of COVID-19. This book will serve as an up-to-date source of trusted information on biosensor tools and techniques for the analysis of COVID-19. - Provides an in-depth look at current sensing tools and devices and their applicability in healthcare - Demonstrates the different integration approaches for the development of biosensor systems, along with design and commercialization guidelines - Presents a strategic approach for the contact-less analysis of COVID-19

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques PDF Author: Mohammad Sufian Badar
Publisher: Elsevier
ISBN: 0323953735
Category : Science
Languages : en
Pages : 428

Get Book Here

Book Description
Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques offers new insights and demonstrates how machine learning (ML), artificial intelligence (AI), and (Internet of Things (IoT) can be used to diagnose and fight COVID-19 infection. Sections also discuss the challenges we face in using these technologies. Chapters cover pathogenesis, transmission, diagnosis, and treatment strategies for COVID-19, Artificial Intelligence and Machine Learning, and Blockchain /IoT Blockchain technology, examining how AI can be applied as a tool for detection and containment of the spread of COVID-19, and on the socioeconomic and educational post-pandemic impacts of the disease. This is a multidisciplinary resource for those engaged in researching COVID-19 and how emerging technologies are being used as tools for detection, transmission and treatment strategies. - Describes the molecular basis of pathogenesis, epidemiology, transmission mechanism, diagnostic approaches, and the mutational landscape of SARS-CoV-2 - Provides insights into post COVID-19 symptoms and consequences - Demonstrates how machine learning, AI, and IoT is used to diagnose and fight COVID-19 infection - Examines the use of Blockchain technology/IoT and interpretation and validation of data obtained from artificial intelligence

Detection of SARS-CoV-2 Antibodies in Diagnosis and Treatment of COVID-19, An Issue of the Clinics in Laboratory Medicine, E-Book

Detection of SARS-CoV-2 Antibodies in Diagnosis and Treatment of COVID-19, An Issue of the Clinics in Laboratory Medicine, E-Book PDF Author: Daimon P. Simmons
Publisher: Elsevier Health Sciences
ISBN: 0323835872
Category : Medical
Languages : en
Pages : 145

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Book Description
In this issue of Clinics in Laboratory Medicine, guest editors Drs. Daimon P. Simmons and Peter H. Schur bring their considerable expertise to the topic of Detection of SARS-CoV-2 Antibodies in Diagnosis and Treatment of COVID-19. Top experts in the field cover key topics such as performance of central lab assays to detect SARS-COV-2 antibodies; alternative methods to detect SARS-CoV-2 antibodies; the role of antibodies in developing vaccines for COVID-19; SARS-COV-2 antibodies after immunization; and more. - Contains 9 relevant, practice-oriented topics including disease-specific alterations in the cellular bases of the humoral immune response in COVID-19; coronavirus antigens as targets of antibody responses; approaches for SARS-CoV-2 antibody testing in a reference lab; use of IgM, IgA, and IgG in treatment and prognosis of patients with COVID-19; performance of lateral flow assays for COVID-19 serology; and more. - Provides in-depth clinical reviews on detection of SARS-CoV-2 antibodies in diagnosis and treatment of COVID-19, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Sample Handling and Trace Analysis of Pollutants

Sample Handling and Trace Analysis of Pollutants PDF Author: Damia Barcelo
Publisher: Elsevier
ISBN: 0323984444
Category : Science
Languages : en
Pages : 638

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Book Description
Sample Handling and Trace Analysis of Pollutants: Innovations to Determine Organic Contaminants, Second Edition reviews the latest technologies and challenges in trace analysis of environmental pollutants, from selecting the right approach to tips for performing analytic procedures and measuring and reporting results. Written by internationally renowned experts in environmental analysis from 5 continents and edited by leaders in the field, this completely updated and revised volume presents the latest techniques developed over the past 10 years, such as high-resolution mass spectrometry, biosensors and imaging techniques. Important tools for problem-solving in the determination of environmental pollutants are also discussed.Chapters cover emerging pollutants in the environment, such as nanomaterials, microplastics, metabolites and/or transformation products and antimicrobial resistances. Specific sections describe field sampling techniques and sample preparation in environmental matrices: air, water, soil, sediment and biota, focus on passive samplers, cover the determination of these environmental contaminants based on analytical techniques, such as the use of gas chromatography and liquid chromatography coupled to mass spectrometry, immunoassays, and biosensors as well as advanced analytical methods such as imaging techniques. - Discusses techniques ranging from chromatography coupled to mass spectrometry, to emerging areas such as nanotechnology, immunoassays and biosensors - Covers the characteristics, advantages, limitations and potential of each technique and the current strategies in each method's development and validation - Outlines practical solutions to challenging problems in the analysis of pollutants in environmental matrices, including how to combine techniques for improved efficacy

Textbook of SARS-CoV-2 and COVID-19 - E-Book

Textbook of SARS-CoV-2 and COVID-19 - E-Book PDF Author: Subramani Mani
Publisher: Elsevier Health Sciences
ISBN: 0323875408
Category : Medical
Languages : en
Pages : 403

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Book Description
Written by physicians and scientists with expertise in this evolving area, Textbook of SARS-CoV-2 and COVID-19 provides a coherent, readable, and clinically relevant review of the biology, epidemiology, pathophysiology, immunology, clinical features, current treatment, and prevention strategies for the SARS-CoV-2 virus. Using both a systemic and topic-based approach, it summarizes and clarifies the extensive literature published on SARS-CoV-2 and COVID-19, includes a comprehensive bibliography, and provides answers to clinical questions at the point of care from multiple specialty perspectives. - Includes dedicated chapters for pulmonary, cardiac, neurological, and oral manifestations of COVID-19. - Covers therapeutics and novel therapeutic targets of SARS-CoV-2 and COVID-19. - Addresses the diagnostic and management challenges of COVID-19 in the emergency department. - Discusses COVID-19 in special populations, including the effect of SARS-CoV-2 infection in pregnant mothers and to the fetus and newborn. - Provides a systematic overview and comparison of vaccines that are approved and in development.