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.

Download or read book Exploring Immunology written by Gordon MacPherson and published by John Wiley & Sons. This book was released on 2013-03-01 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knapp und präzise erklärt dieses einführende Lehrbuch der Immunologie die Funktion des Immunsystems anhand sorgfältig ausgewählter Beispiele aus der klinischen Praxis und dem Experiment. Von Büchern mit ähnlichem Themenspektrum unterscheidet es sich durch den klar evidenzbasierten Ansatz. Die Autoren -- ein erfahrener Dozent und ein angesehener Forscher -- regen dabei stets zur kritischen Reflexion des gelernten Stoffs an. Based on examples using clinical and experimental data, this concise introductory textbook provides an insight into the immune system, prompting readers to ask critical questions in order to further advance our understanding. Website: www.wiley-vch.de/home/immunology

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 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

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

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

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.

Download or read book Systems Immunology written by Jayajit Das and published by CRC Press. This book was released on 2018-09-03 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Taken together, the body of information contained in this book provides readers with a bird’s-eye view of different aspects of exciting work at the convergence of disciplines that will ultimately lead to a future where we understand how immunity is regulated, and how we can harness this knowledge toward practical ends that reduce human suffering. I commend the editors for putting this volume together." –Arup K. Chakraborty, Robert T. Haslam Professor of Chemical Engineering, and Professor of Physics, Chemistry, and Biological Engineering, Massachusetts Institute of Technology, Cambridge, USA New experimental techniques in immunology have produced large and complex data sets that require quantitative modeling for analysis. This book provides a complete overview of computational immunology, from basic concepts to mathematical modeling at the single molecule, cellular, organism, and population levels. It showcases modern mechanistic models and their use in making predictions, designing experiments, and elucidating underlying biochemical processes. It begins with an introduction to data analysis, approximations, and assumptions used in model building. Core chapters address models and methods for studying immune responses, with fundamental concepts clearly defined. Readers from immunology, quantitative biology, and applied physics will benefit from the following: Fundamental principles of computational immunology and modern quantitative methods for studying immune response at the single molecule, cellular, organism, and population levels. An overview of basic concepts in modeling and data analysis. Coverage of topics where mechanistic modeling has contributed substantially to current understanding. Discussion of genetic diversity of the immune system, cell signaling in the immune system, immune response at the cell population scale, and ecology of host-pathogen interactions.

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

Download or read book Immunology for Pharmacy E Book written by Dennis Flaherty and published by Elsevier Health Sciences. This book was released on 2014-06-25 with total page 272 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.

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.

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.

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

Download or read book Cell Biology and Immunology of Leukocyte Function written by Michael R. Quastel and published by Academic Press. This book was released on 1979 with total page 1000 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cell Biology and Immunology of Leukocyte Function is a collection of papers presented at the 12th International Leukocyte Culture Conference, held in Beersheba, Israel on June 1978. This book is organized into seven parts encompassing 111 chapters. The contributors cover the different aspects of cell biology and immunology and the unique leukocyte function. Part I describes the mechanism of lymphocyte activation, the structure and function of the plasma membrane, and the macromolecular synthesis during lymphocyte activation. This part also deals with the interaction of lymphocytes with mitogenic lectins, the comparison of the mitogenic and nonmitogenic lectin binding, and the role of macrophages in the response of lymphocytes to lectins. Part II explores the thymic factors and the development of characteristic markers, antigens, and receptors. This part particularly emphasizes lymphocyte differentiation. Parts III and IV examine the genetic control and intercellular interactions involved in leukocyte function and the parameters of the immune response under in vitro conditions. Chapters on cytotoxicity, the mechanisms of phagocytic killing, autoimmunity, and the responses of leukocytes to tumor cells are included in these parts. Part V discusses the interactions of viruses and leukocytes and provides data on the physical mapping and analysis of sarcoma and leukemia viruses, while Part VI considers the application of leukocyte culture to problems of clinical medicine. Part VII involves the study of radiation effects, with an emphasis on the application of total lymphoid irradiation to the induction of transplantation tolerance. This part also looks into the role of the DNA repair process. Cell biologists, immunologists, and biomedical scientists and researchers will greatly benefit from this book.

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.

Download or read book How the Immune System Works written by Lauren M. Sompayrac and published by John Wiley & Sons. This book was released on 2015-10-26 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: How the Immune System Works has helped thousands of students understand what’s in their big, thick, immunology textbooks. In his book, Dr. Sompayrac cuts through the jargon and details to reveal, in simple language, the essence of this complex subject. In fifteen easy-to-read chapters, featuring the humorous style and engaging analogies developed by Dr. Sompayrac, How the Immune System Works explains how the immune system players work together to protect us from disease – and, most importantly, why they do it this way. Rigorously updated for this fifth edition, How the Immune System Works includes the latest information on subjects such as vaccines, the immunology of AIDS, and cancer. A highlight of this edition is a new chapter on the intestinal immune system – currently one of the hottest topics in immunology. Whether you are completely new to immunology, or require a refresher, How the Immune System Works will provide you with a clear and engaging overview of this fascinating subject. But don’t take our word for it! Read what students have been saying about this classic book: "What an exceptional book! It's clear you are in the hands of an expert." "Possibly the Best Small Text of All Time!" "This is a FUN book, and Lauren Sompayrac does a fantastic job of explaining the immune system using words that normal people can understand." "Hands down the best immunology book I have read... a very enjoyable read." "This is simply one of the best medical textbooks that I have ever read. Clear diagrams coupled with highly readable text make this whole subject easily understandable and engaging." Now with a brand new website at www.wiley.com/go/sompayrac featuring Powerpoint files of the images from the book

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