AI for Immunology

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Author :
Publisher : CRC Press
ISBN 13 : 1000369897
Total Pages : 161 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis AI for Immunology by : Louis J. Catania

Download or read book AI for Immunology written by Louis J. Catania and published by CRC Press. This book was released on 2021-01-27 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: The bioscience of immunology has given us a better understanding of human health and disease. Artificial intelligence (AI) has elevated that understanding and its applications in immunology to new levels. Together, AI for immunology is an advancing horizon in health care, disease diagnosis, and prevention. From the simple cold to the most advanced autoimmune disorders and now pandemics, AI for immunology is unlocking the causes and cures. Key features: A highly accessible and wide-ranging short introduction to AI for immunology Includes a chapter on COVID-19 and pandemics Includes scientific and clinical considerations, as well as immune and autoimmune diseases

AI for Immunology

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Author :
Publisher : CRC Press
ISBN 13 : 1000369919
Total Pages : 106 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis AI for Immunology by : Louis J. Catania

Download or read book AI for Immunology written by Louis J. Catania and published by CRC Press. This book was released on 2021-01-28 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: The bioscience of immunology has given us a better understanding of human health and disease. Artificial intelligence (AI) has elevated that understanding and its applications in immunology to new levels. Together, AI for immunology is an advancing horizon in health care, disease diagnosis, and prevention. From the simple cold to the most advanced autoimmune disorders and now pandemics, AI for immunology is unlocking the causes and cures. Key features: A highly accessible and wide-ranging short introduction to AI for immunology Includes a chapter on COVID-19 and pandemics Includes scientific and clinical considerations, as well as immune and autoimmune diseases

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

Artificial Immune Systems: A New Computational Intelligence Approach

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Publisher : Springer Science & Business Media
ISBN 13 : 1852335947
Total Pages : 380 pages
Book Rating : 4.8/5 (523 download)

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Book Synopsis Artificial Immune Systems: A New Computational Intelligence Approach by : Leandro Nunes de Castro

Download or read book Artificial Immune Systems: A New Computational Intelligence Approach written by Leandro Nunes de Castro and published by Springer Science & Business Media. This book was released on 2002-09-23 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Immune Systems (AIS) are adaptive systems inspired by the biological immune system and applied to problem solving. This book provides an accessible introduction that will be suitable for anyone who is beginning to study or work in this area. It gives a clear definition of an AIS, sets out the foundations of the topic (including basic algorithms), and analyses how the immune system relates to other biological systems and processes. No prior knowledge of immunology is needed - all the essential background information is covered in the introductory chapters. Key features of the book include: - A discussion of AIS in the context of Computational Intelligence; - Case studies in Autonomous Navigation, Computer Network Security, Job-Shop Scheduling and Data Analysis =B7 An extensive survey of applications; - A framework to help the reader design and understand AIS; - A web site with additional resources including pseudocodes for immune algorithms, and links to related sites. Written primarily for final year undergraduate and postgraduate students studying Artificial Intelligence, Evolutionary and Biologically Inspired Computing, this book will also be of interest to industrial and academic researchers working in related areas.

Deep Medicine

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Publisher : Basic Books
ISBN 13 : 1541644646
Total Pages : 373 pages
Book Rating : 4.5/5 (416 download)

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Book Synopsis Deep Medicine by : Eric Topol

Download or read book Deep Medicine written by Eric Topol and published by Basic Books. This book was released on 2019-03-12 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Science Friday pick for book of the year, 2019 One of America's top doctors reveals how AI will empower physicians and revolutionize patient care Medicine has become inhuman, to disastrous effect. The doctor-patient relationship--the heart of medicine--is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality. By freeing physicians from the tasks that interfere with human connection, AI will create space for the real healing that takes place between a doctor who can listen and a patient who needs to be heard. Innovative, provocative, and hopeful, Deep Medicine shows us how the awesome power of AI can make medicine better, for all the humans involved.

Artificial Intelligence in Covid-19

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Author :
Publisher : Springer Nature
ISBN 13 : 303108506X
Total Pages : 346 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Artificial Intelligence in Covid-19 by : Niklas Lidströmer

Download or read book Artificial Intelligence in Covid-19 written by Niklas Lidströmer and published by Springer Nature. This book was released on 2022-11-09 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the advantages of using artificial intelligence (AI) in the fight against the COVID-19 and against future pandemics that could threat humanity and our environment. This book is a practical, scientific and clinically relevant example of how medicine and mathematics will fuse in the 2020s, out of external pandemic pressure and out of scientific evolutionary necessity. This book contains a unique blend of the world's leading researchers, both in medicine, mathematics, computer science, clinical and preclinical medicine, and presents the research front of the usage of AI against pandemics. Equipped with this book the reader will learn about the latest AI advances against COVID-19, and how mathematics and algorithms can aid in preventing its spreading course, treatments, diagnostics, vaccines, clinical management and future evolution.

Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies

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Author :
Publisher : IGI Global
ISBN 13 : 1605663115
Total Pages : 634 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies by : Mo, Hongwei

Download or read book Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies written by Mo, Hongwei and published by IGI Global. This book was released on 2009-04-30 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book offers new ideas and recent developments in Natural Computing, especially on artificial immune systems"--Provided by publisher.

The Paradox of the Immune System

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Publisher : Academic Press
ISBN 13 : 0323951880
Total Pages : 286 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis The Paradox of the Immune System by : Louis J. Catania

Download or read book The Paradox of the Immune System written by Louis J. Catania and published by Academic Press. This book was released on 2022-08-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Paradox of the Immune System: Protection, Inflammation, Autoimmune Disease and Beyond provides a provocative approach to immunology as a "double-edged sword." While it is our greatest protector, it is also the cause of chronic inflammation that leads to autoimmune disease, cancer and infectious diseases like COVID-19. Sections cover the basic science of immunology and its intimate genetic associations, biomedical hypotheses asserting immunology as the basis of all human diseases, and elaborate on immunology as "the enemy within us." This engaging, original approach to a science so personal provides new and invaluable understanding on the bioscience that controls our lives. - Written in an expository style that allows for maximum understanding of the complex science presented - Presents the unfolding of immunology from a natural (innate) system into an adaptive system leading to chronic inflammation and ultimate disease - Provides readers with a unique perspective on health, wellness and disease

Immunology Made Ridiculously Simple

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Author :
Publisher :
ISBN 13 : 9780940780897
Total Pages : 0 pages
Book Rating : 4.7/5 (88 download)

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Book Synopsis Immunology Made Ridiculously Simple by : Massoud Mahmoudi

Download or read book Immunology Made Ridiculously Simple written by Massoud Mahmoudi and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A brief overview of the basic science and clinical aspects of immunology. The basic science section is a clear presentation of innate and adaptive immunity, immune cells, antibodies and antigens, and other components of the immune system and their interactions. The clinical section clarifies hypersensitivity, autoimmunity, immunodeficiency, common diagnostic tests, vaccination, transplantation, and tumor immunology.

Machine Learning Paradigms

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Publisher : Springer
ISBN 13 : 3319471945
Total Pages : 336 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Machine Learning Paradigms by : Dionisios N. Sotiropoulos

Download or read book Machine Learning Paradigms written by Dionisios N. Sotiropoulos and published by Springer. This book was released on 2016-10-26 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of this monograph falls within the, so-called, biologically motivated computing paradigm, in which biology provides the source of models and inspiration towards the development of computational intelligence and machine learning systems. Specifically, artificial immune systems are presented as a valid metaphor towards the creation of abstract and high level representations of biological components or functions that lay the foundations for an alternative machine learning paradigm. Therefore, focus is given on addressing the primary problems of Pattern Recognition by developing Artificial Immune System-based machine learning algorithms for the problems of Clustering, Classification and One-Class Classification. Pattern Classification, in particular, is studied within the context of the Class Imbalance Problem. The main source of inspiration stems from the fact that the Adaptive Immune System constitutes one of the most sophisticated biological systems that is exceptionally evolved in order to continuously address an extremely unbalanced pattern classification problem, namely, the self / non-self discrimination process. The experimental results presented in this monograph involve a wide range of degenerate binary classification problems where the minority class of interest is to be recognized against the vast volume of the majority class of negative patterns. In this context, Artificial Immune Systems are utilized for the development of personalized software as the core mechanism behind the implementation of Recommender Systems. The book will be useful to researchers, practitioners and graduate students dealing with Pattern Recognition and Machine Learning and their applications in Personalized Software and Recommender Systems. It is intended for both the expert/researcher in these fields, as well as for the general reader in the field of Computational Intelligence and, more generally, Computer Science who wishes to learn more about the field of Intelligent Computing Systems and its applications. An extensive list of bibliographic references at the end of each chapter guides the reader to probe further into application area of interest to him/her.

Precision Medicine and Artificial Intelligence

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Publisher : Academic Press
ISBN 13 : 032385432X
Total Pages : 302 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Precision Medicine and Artificial Intelligence by : Michael Mahler

Download or read book Precision Medicine and Artificial Intelligence written by Michael Mahler and published by Academic Press. This book was released on 2021-03-12 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Immunoinformatics of Cancers

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Publisher : Academic Press
ISBN 13 : 0128224304
Total Pages : 284 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Immunoinformatics of Cancers by : Nima Rezaei

Download or read book Immunoinformatics of Cancers written by Nima Rezaei and published by Academic Press. This book was released on 2022-04-19 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immunoinformatics of Cancers: Practical Machine Learning Approaches Using R takes a bioinformatics approach to understanding and researching the immunological aspects of malignancies. It details biological and computational principles and the current applications of bioinformatic approaches in the study of human malignancies. Three sections cover the role of immunology in cancers and bioinformatics, including databases and tools, R programming and useful packages, and present the foundations of machine learning. The book then gives practical examples to illuminate the application of immunoinformatics to cancer, along with practical details on how computational and biological approaches can best be integrated.This book provides readers with practical computational knowledge and techniques, including programming, and machine learning, enabling them to understand and pursue the immunological aspects of malignancies. - Presents the knowledge researchers need to apply computational techniques to immunodeficiencies - Provides the most practical material for bioinformatics approaches to the immunology of cancers - Gives straightforward and efficient explanations of programming and machine learning approaches in R - Includes details of the most useful databases, tools, programming packages and algorithms for immunoinformatics - Illuminates clear explanations with practical examples of immunoinformatic approaches to cancer

Avian Immunology

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Publisher : Academic Press
ISBN 13 : 0123972728
Total Pages : 456 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Avian Immunology by : Bernd Kaspers

Download or read book Avian Immunology written by Bernd Kaspers and published by Academic Press. This book was released on 2012-12-02 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of Avian Immunology provides an up-to-date overview of the current knowledge of avian immunology. From the ontogeny of the avian immune system to practical application in vaccinology, the book encompasses all aspects of innate and adaptive immunity in chickens. In addition, chapters are devoted to the immunology of other commercially important species such as turkeys and ducks, and to ecoimmunology summarizing the knowledge of immune responses in free-living birds often in relation to reproductive success. The book contains a detailed description of the avian innate immune system, encompassing the mucosal, enteric, respiratory and reproductive systems. The diseases and disorders it covers include immunodepressive diseases and immune evasion, autoimmune diseases, and tumors of the immune system. Practical aspects of vaccination are examined as well. Extensive appendices summarize resources for scientists including cell lines, inbred chicken lines, cytokines, chemokines, and monoclonal antibodies. The world-wide importance of poultry protein for the human diet, as well as the threat of avian influenza pandemics like H5N1 and heavy reliance on vaccination to protect commercial flocks makes this book a vital resource. This book provides crucial information not only for poultry health professionals and avian biologists, but also for comparative and veterinary immunologists, graduate students and veterinary students with an interest in avian immunology. - With contributions from 33 of the foremost international experts in the field, this book provides the most up-to-date review of avian immunology so far - Contains a detailed description of the avian innate immune system reviewing constitutive barriers, chemical and cellular responses; it includes a comprehensive review of avian Toll-like receptors - Contains a wide-ranging review of the "ecoimmunology" of free-living avian species, as applied to studies of population dynamics, and reviews methods and resources available for carrying out such research

Artificial Immune Systems

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Author :
Publisher : Springer
ISBN 13 : 3540850724
Total Pages : 447 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Artificial Immune Systems by : Peter Bentley

Download or read book Artificial Immune Systems written by Peter Bentley and published by Springer. This book was released on 2008-08-05 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Artificial Immune Systems, ICARIS 2008, held in Phuket, Thailand, in August 2008. The 40 revised full papers presented were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on computational immunology, applied AIS, and theoretical AIS. Position papers and conceptual papers are also included.

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

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Author :
Publisher : Elsevier
ISBN 13 : 0323953735
Total Pages : 428 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques by : Mohammad Sufian Badar

Download or read book Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques written by Mohammad Sufian Badar and published by Elsevier. This book was released on 2024-07-17 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Intelligent Bioinformatics

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Publisher : John Wiley & Sons
ISBN 13 : 0470021764
Total Pages : 294 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Intelligent Bioinformatics by : Edward Keedwell

Download or read book Intelligent Bioinformatics written by Edward Keedwell and published by John Wiley & Sons. This book was released on 2005-12-13 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bioinformatics is contributing to some of the most important advances in medicine and biology. At the forefront of this exciting new subject are techniques known as artificial intelligence which are inspired by the way in which nature solves the problems it faces. This book provides a unique insight into the complex problems of bioinformatics and the innovative solutions which make up ‘intelligent bioinformatics’. Intelligent Bioinformatics requires only rudimentary knowledge of biology, bioinformatics or computer science and is aimed at interested readers regardless of discipline. Three introductory chapters on biology, bioinformatics and the complexities of search and optimisation equip the reader with the necessary knowledge to proceed through the remaining eight chapters, each of which is dedicated to an intelligent technique in bioinformatics. The book also contains many links to software and information available on the internet, in academic journals and beyond, making it an indispensable reference for the 'intelligent bioinformatician'. Intelligent Bioinformatics will appeal to all postgraduate students and researchers in bioinformatics and genomics as well as to computer scientists interested in these disciplines, and all natural scientists with large data sets to analyse.

Clinical Immunology

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Author :
Publisher : Mosby Incorporated
ISBN 13 : 9780323044042
Total Pages : 1578 pages
Book Rating : 4.0/5 (44 download)

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Book Synopsis Clinical Immunology by : Robert R. Rich

Download or read book Clinical Immunology written by Robert R. Rich and published by Mosby Incorporated. This book was released on 2008 with total page 1578 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers answers to challenges in clinical immunology. This book contains immunology knowledge and includes a companion web site to give you two ways to find the answers you need.