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Data Science For Immunologists
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Book Synopsis Data Science for Immunologists by : Niclas Thomas
Download or read book Data Science for Immunologists written by Niclas Thomas and published by . This book was released on 2018-02-17 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science is a complex subject, but nevertheless one that can be made accessible to all through clear, intuitive explanations and worked examples. Existing software that forms the backbone of an immunologist's analytical toolkit (such as FlowJo and Prism) are expensive, inflexible and promotes a narrow mindset when it comes to analysing your data. On the other hand, the Python and R programming languages are open source, free and entirely customisable, giving the user the ability to implement any analysis they wish. Although programming languages can seem daunting to the uninitiated, it's far easier to learn than many immunologists may think. Rather than seeking to become an expert programmer, an understanding of the main concepts is more than enough to conduct your own bespoke analyses when coupled with a sound mathematical and statistical understanding. Our new book focusses on the practical aspects of data science, providing sufficient theoretical background without delving into all of the details of each of the methods presented. Introductory chapters are presented alongside the analysis of a publicly available data set, allowing the reader to have practical hands-on experience when learning about important concepts in statistics, machine learning and programming. Topics include: - How to build a predictive model How to visualise high-dimensional data Basics of programming in Python and R What techniques exist to cluster data Which statistics test to use/why/when What is dimension reduction; when and how to use it Once these fundamental topics have been covered, a number of case studies are presented, along with the underlying data, accompanying code and full explanations on topics such as automated, data-driven flow cytometry, building predictive models of disease using gene expression profiling and analysing high throughput sequencing data.
Book Synopsis The Form of Information in Science by : Z. Harris
Download or read book The Form of Information in Science written by Z. Harris and published by Springer Science & Business Media. This book was released on 1988-12-31 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: DOES DISCOURSE HAVE A 'STRUCTURE'? HARRIS'S REVOLUTION IN LINGUISTICS As a freshman back in 1947 I discovered that within the various academic divisions and subdivisions of the University of Pennsylvania there existed a something (it was not a Department, but a piece of the Anthropology Department) called 'Linguistic Analysis'. I was an untalented but enthusiastic student of Greek and a slightly more talented student of German, as well as the son of a translator, so the idea of 'Linguistic Analysis' attracted me, sight unseen, and I signed up for a course. It turned out that 'Linguistic Analysis' was essentially a graduate program - I and another undergraduate called Noam Chomsky were the only two undergraduates who took courses in Linguistic Analysis - and also that it was essentially a one-man show: a professor named Zellig Harris taught all the courses with the aid of graduate Teaching Fellows (and possibly - I am not sure - one Assistant Professor). The technicalities of Linguistic Analysis were formidable, and I never did master them all. But the powerful intellect and personality of Zellig Harris drew me like a lodestone, and, although I majored in Philosophy, I took every course there was to take in Linguistic Analysis from then until my gradua tion. What 'Linguistics' was like before Zellig Harris is something not many people care to remember today.
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
Book Synopsis Handbook of Research on Data Science for Effective Healthcare Practice and Administration by : Noughabi, Elham Akhond Zadeh
Download or read book Handbook of Research on Data Science for Effective Healthcare Practice and Administration written by Noughabi, Elham Akhond Zadeh and published by IGI Global. This book was released on 2017-07-20 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science has always been an effective way of extracting knowledge and insights from information in various forms. One industry that can utilize the benefits from the advances in data science is the healthcare field. The Handbook of Research on Data Science for Effective Healthcare Practice and Administration is a critical reference source that overviews the state of data analysis as it relates to current practices in the health sciences field. Covering innovative topics such as linear programming, simulation modeling, network theory, and predictive analytics, this publication is recommended for all healthcare professionals, graduate students, engineers, and researchers that are seeking to expand their knowledge of efficient techniques for information analysis in the healthcare professions.
Book Synopsis Immunology for Pharmacy - E-Book by : Dennis Flaherty
Download or read book Immunology for Pharmacy - E-Book written by Dennis Flaherty and published by Elsevier Health Sciences. This book was released on 2011-09-02 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a new pharmacy-specific approach to immunology, Immunology for Pharmacy prepares pharmacists for practice by providing a complete understanding of the basis of immunology and the consequences of either suppressing or enhancing immune function. It covers key subjects such as prophylaxis and vaccination, antibodies as therapeutic and diagnostic agents, biological modifiers, and the rationale for use and mechanisms of therapeutic agents. Written by experienced author and educator Dennis Flaherty, this book presents topics with a logical, step-by-step approach, explaining concepts and their practical application. A companion Evolve website reinforces your understanding with flashcards and animations. - Pharmacy-specific coverage narrows the broad field of immunology to those areas most pertinent and clinically relevant to pharmacy students. - 165 full-color illustrations help to illuminate difficult concepts. - Factors That Influence the Immune Response chapter covers biological agents including bacteria, viruses, and fungi, and their related toxins and how they relate to the immune system. - Three chapters on vaccinations prepare you for this important part of the pharmacist's role by discussing cancer treatment with whole tumor vaccines, cell vaccines, and viral vector vaccines, describing other vaccines such as recombinant vaccines and plant vaccines, and examining how diseases such as diphtheria, whooping cough, and tetanus respond to vaccinations. - A summary of drugs used in treating each condition helps you understand typical treatments and their immunological mechanisms, so you can choose proper treatments. - Integrated information makes it easier to understand how various parts of the immune system work together, leading to a better understanding of immunology as a whole. - A unique focus on practical application and critical thinking shows the interrelationship of concepts and makes it easier to apply theory to practice. - Information on AIDS covers the identification and treatment of both strains of HIV as well as AIDS, preparing you for diseases you will see in practice. - Unique student-friendly features simplify your study with learning objectives and key terms at the beginning of each chapter, bulleted summaries and self-assessment questions at the end of each chapter, and a glossary at the back of the book. - Over 60 tables summarize and provide quick reference to important material. - A companion Evolve website includes animations and pharmacy terminology flashcards.
Book Synopsis Reproductive Immunology by : Gil Mor
Download or read book Reproductive Immunology written by Gil Mor and published by Academic Press. This book was released on 2021-02-12 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reproductive Immunology: Basic Concepts gives a holistic insight into the understanding of the complex interactions between the maternal immune system and the fetal/placental unit necessary for the success of pregnancy. This interaction is critical for the support of the human fetal semiallograft and the protection against infections. The book covers various topics such as B cells, macrophages, T cells, discussion on fetal signals and their impact on maternal reproductive cells such as endometrial cells, mast cells, and the role of fetal Hofbauer cells, the immune regulatory role of glucorticoids, and many other novel topics within the field of reproductive immunology. Edited and written by experts in the field, this book introduces the up-to-date knowledge of the role of the immune system during pregnancy and provides the necessary background to understand pregnancy complications associated with alterations in the functioning of the immune system. The book provides a complete discussion on the immunological aspects of pregnancy and serves as a great tool for research scientists, students, reproductive immunologists and OBGYNs. - Shows the detailed evaluation of the knowledge related to each immune cell type in the pregnant and not pregnant uterus - Evaluates each immune cell type and its function during specific reproductive events - Provides the biological background for understanding the clinical aspects that will be discussed in subsequent volumes in the series
Book Synopsis A History of Immunology by : Arthur M. Silverstein
Download or read book A History of Immunology written by Arthur M. Silverstein and published by Elsevier. This book was released on 2012-12-02 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a professional-level intellectual history of the development of immunology from about 1720 to about 1970. Beginning with the work and insights of the early immunologists in the 18th century, Silverstein traces the development of the major ideas which have formed immunology down to the maturation of the discipline in the decade following the Second World War. Emphasis is placed on the philosophic and sociologic climate of the scientific milieu in which immunology has developed, providing a background to the broad culture of the discipline. - A professional-level intellectual history of the development of immunology from about 1720 to 1970, with emphasis placed on the social climate of the scientific milieu in which modern immunology evolved - Written by an author very well known both as a historian of medical science and for his substantial research contributions to the immunopathology of the eye - The only complete history of immunology available
Book Synopsis Computational Immunology by : Josep Bassaganya-Riera
Download or read book Computational Immunology written by Josep Bassaganya-Riera and published by Academic Press. This book was released on 2015-10-21 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Immunology: Models and Tools encompasses the methodological framework and application of cutting-edge tools and techniques to study immunological processes at a systems level, along with the concept of multi-scale modeling. The book's emphasis is on selected cases studies and application of the most updated technologies in computational modeling, discussing topics such as computational modeling and its usage in immunological research, bioinformatics infrastructure, ODE based modeling, agent based modeling, and high performance computing, data analytics, and multiscale modeling. There are also modeling exercises using recent tools and models which lead the readers to a thorough comprehension and applicability. The book is a valuable resource for immunologists, computational biologists, bioinformaticians, biotechnologists, and computer scientists, as well as all those who wish to broaden their knowledge in systems modeling. - Offers case studies with different levels of complexity - Provides a detailed view on cutting-edge tools for modeling that are useful to experimentalists with limited computational skills - Explores the usage of simulation for hypothesis generation, helping the reader to understand the most valuable points on experimental setting
Book Synopsis Immunology Guidebook by : Julius Cruse
Download or read book Immunology Guidebook written by Julius Cruse and published by Elsevier. This book was released on 2004-08-05 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Immunology Guidebook provides an easily accessible text-reference to the more up-to-date and difficult concepts in the complex science of immunology. It aims to demystify basic concepts and specialised molecular and cellular interactions. Its 18 chapters offer a logical and sequential presentation where much of the data is displayed in carefully designed tables. This book is intended for immunology students, researchers, practitioners and basic biomedical scientists. - Tables provide a quick reference to 'difficult to find' immunology data - A distillate of the latest information on immunogenetics of the human MHC associated with tissue transplantation - Information boxes featurw related web resources
Download or read book Antibody Fc written by Margaret Ackerman and published by Academic Press. This book was released on 2013-08-06 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Antibody Fc is the first single text to synthesize the literature on the mechanisms underlying the dramatic variability of antibodies to influence the immune response. The book demonstrates the importance of the Fc domain, including protective mechanisms, effector cell types, genetic data, and variability in Fc domain function. This volume is a critical single-source reference for researchers in vaccine discovery, immunologists, microbiologists, oncologists and protein engineers as well as graduate students in immunology and vaccinology. Antibodies represent the correlate of protection for numerous vaccines and are the most rapidly growing class of drugs, with applications ranging from cancer and infectious disease to autoimmunity. Researchers have long understood the variable domain of antibodies, which are responsible for antigen recognition, and can provide protection by blocking the function of their target antigen. However, recent developments in our understanding of the protection mediated by antibodies have highlighted the critical nature of the antibody constant, or Fc domain, in the biological activity of antibodies. The Fc domain allows antibodies to link the adaptive and innate immune systems, providing specificity to a wide range of innate effector cells. In addition, they provide a feedback loop to regulate the character of the immune response via interactions with B cells and antigen-presenting cells. - Clarifies the different mechanisms of IgG activity at the level of the different model systems used, including human genetic, mouse, and in vitro - Covers the role of antibodies in cancer, infectious disease, and autoimmunity and in the setting of monoclonal antibody therapy as well as naturally raised antibodies - Color illustrations enhance explanations of the immune system
Book Synopsis The Beautiful Cure by : Daniel M. Davis
Download or read book The Beautiful Cure written by Daniel M. Davis and published by University of Chicago Press. This book was released on 2021-03-19 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A terrific book by a consummate storyteller and scientific expert considers the past and future of the body’s ability to fight disease and heal itself.” —Adam Rutherford, The Guardian The immune system holds the key to human health. In The Beautiful Cure, leading immunologist Daniel M. Davis describes how the scientific quest to understand how the immune system works—and how it is affected by stress, sleep, age, and our state of mind—is now unlocking a revolutionary new approach to medicine and well-being. The body’s ability to fight disease and heal itself is one of the great mysteries and marvels of nature. But in recent years, painstaking research has resulted in major advances in our grasp of this breathtakingly beautiful inner world: a vast and intricate network of specialist cells, regulatory proteins, and dedicated genes that are continually protecting our bodies. Far more powerful than any medicine ever invented, the immune system plays a crucial role in our daily lives. We have found ways to harness these natural defenses to create breakthrough drugs and so-called immunotherapies that help us fight cancer, diabetes, arthritis, and many age-related diseases, and we are starting to understand whether activities such as mindfulness might play a role in enhancing our physical resilience. Written by a researcher at the forefront of this adventure, The Beautiful Cure tells a dramatic story of scientific detective work and discovery, of puzzles solved and mysteries that linger, of lives sacrificed and saved. With expertise and eloquence, Davis introduces us to this revelatory new understanding of the human body and what it takes to be healthy. “Visceral.” —The Wall Street Journal “Illuminating.” —Publishers Weekly “Heroic.” —Science
Book Synopsis Immunology of Infectious Diseases by : Stefan H. E. Kaufmann
Download or read book Immunology of Infectious Diseases written by Stefan H. E. Kaufmann and published by . This book was released on 2002 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resumen: Offers an integrated view of principal aspects of immune response to all types of infectious agents. Deals with the immune system primarily as a host defense system. Various infectious agents and diseases are integrated under general topics rather than treated in separate chapters.
Book Synopsis Immunologists and Virologists by : Dean Miller
Download or read book Immunologists and Virologists written by Dean Miller and published by Cavendish Square Publishing, LLC. This book was released on 2014-01-01 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, a breakdown of the life and work of some of history's pioneers in the study of immunologists and virologists are thoroughly explored. As the world becomes more connected and bacteria become more antibiotic resistant, the importance of research within these two fields is becoming dyer. MRSA, Zika, SARS, and Ebola are just some of the recent outbreaks that have affected our communities. This opportune volume provides excellent biographical sketches for trailblazers in this area of science and will inspire readers to explore the top scientific contributors of the 21st century.
Book Synopsis Immunology: The Making of a Modern Science by : Richard B. Gallagher
Download or read book Immunology: The Making of a Modern Science written by Richard B. Gallagher and published by Elsevier. This book was released on 1995-07-14 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immunology has progressed in spectacular fashion in the last four decades. Studies of the response to infectious agents, transplanted organs and tumours (and the potential to manipulate that response), and the study of the immune system as a model system in molecular cell biology have yielded dramatic advances in our understanding of the mechanisms of immunity.The field has attracted a continuous stream of the brightest theoretical and experimental scientists for over forty years. This book conveys the philosophies and approaches of sixteen of the most successful of these scientists in the form of a series of narratives that describe the circumstances that led to a major discovery in immunology. Contributors not only recall an exciting period of research that helped shape modern immunology, but set it in the personal context of place and time. Jacques Miller, for example, describes the discovery of the function of the thymus, Rolf Zinkernagel explains how experiments on viral immunity led to the discovery of MHC restriction and Susumu Tonegawa provides an account of how antibody gene structure was defined. Medically-important discoveries include descriptions of early studies of autoimmunity by Noel Rose and of tumour immunology by George and Eva Klein.Far from being a collection of disinterested, historical accounts, this volume comprises a series of passionately biographical, personal essays that provide an unusually intimate insight into the scientific process. This book will be essential, and fascinating, reading for all those with an interest in immunology, and in the life sciences in general. For students and teachers, this will provide the background necessary for a true understanding of immunology, and to place subsequent discoveries in perspective.
Book Synopsis General Immunology by : Edwin L. Cooper
Download or read book General Immunology written by Edwin L. Cooper and published by Elsevier. This book was released on 2014-05-20 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: General Immunology provides a general overview of the immune system. It presents topics in immunology from all living groups, treating cells, tissues, organs, and organismal levels of biological organization. The book contains 23 chapters organized into eight sections. Section I serves as an introduction to immunology—a science, a sketch of its history, some of its more recent contributors, something about gathering facts, immunology journals, and the entire biomedical enterprise of which immunology is just a part. Section II is devoted to antigens while Section III examines the immune system in chordates and the ontogeny of the immune system. Section IV on cells of the immune system covers monocytes, macrophages, the three granulocytic types, and mast cells. Section V deals with phagocytosis and the interaction of lymphocytes. Section VI is devoted to antigens in relation to antibody synthesis, antigen-antibody interactions, immunologlobulin structure, and immunologlobulin assembly. Section VII on organs of the immune system examines bone marrow, thymus, spleen, lymph nodes, and lymphoid aggregations. Section VIII discusses the evolution of the immune system. This text was written for advanced undergraduates. However, its comprehensiveness makes it useful to immunologists and biologists at all levels as well as medical students and clinicians.
Book Synopsis Killer Cell Dynamics by : Dominik Wodarz
Download or read book Killer Cell Dynamics written by Dominik Wodarz and published by Springer Science & Business Media. This book was released on 2007-04-05 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews how mathematical and computational approaches can be useful to help us understand how killer T-cell responses work to fight viral infections. It also demonstrates, in a writing style that exemplifies the point, that such mathematical and computational approaches are most valuable when coupled with experimental work through interdisciplinary collaborations. Designed to be useful to immunoligists and viroligists without extensive computational background, the book covers a broad variety of topics, including both basic immunological questions and the application of these insights to the understanding and treatment of pathogenic human diseases.
Book Synopsis A History of Modern Immunology by : Zoltan A. Nagy
Download or read book A History of Modern Immunology written by Zoltan A. Nagy and published by Academic Press. This book was released on 2013-10-11 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: A History of Modern Immunology: A Path Toward Understanding describes, analyzes, and conceptualizes several seminal events and discoveries in immunology in the last third of the 20th century, the era when most questions about the biology of the immune system were raised and also found their answers. Written by an eyewitness to this history, the book gives insight into personal aspects of the important figures in the discipline, and its data driven emphasis on understanding will benefit both young and experienced scientists. This book provides a concise introduction to topics including immunological specificity, antibody diversity, monoclonal antibodies, major histocompatibility complex, antigen presentation, T cell biology, immunological tolerance, and autoimmune disease. This broad background of the discipline of immunology is a valuable companion for students of immunology, research and clinical immunologists, and research managers in the pharmaceutical and biotechnology industries. - Contains the history of major breakthroughs in immunology featured with authenticity and insider details - Gives an insight into personal aspects of the players in the history of immunology - Enables the reader to recognize and select data of heuristic value which elucidate important facets of the immune system - Provides good examples and guidelines for the recognition and selection of what is important for the exploration of the immune system - Gives clear separation of descriptive and interpretive parts, allowing the reader to distinguish between facts and analysis provided by the author
