Handbook of Infectious Disease Data Analysis PDF Download
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Author: Leonhard Held
Publisher: CRC Press
ISBN: 1351839322
Category : Medical
Languages : en
Pages : 567
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Book Description
Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis provides an overview of many key statistical methods that have been developed in response to such new data streams and the associated ability to address key scientific and epidemiological questions. A unique feature of the Handbook is the wide range of topics covered. Key features Contributors include many leading researchers in the field Divided into four main sections: Basic concepts, Analysis of Outbreak Data, Analysis of Seroprevalence Data, Analysis of Surveillance Data Numerous case studies and examples throughout Provides both introductory material and key reference material
Author: Leonhard Held
Publisher: CRC Press
ISBN: 1351839322
Category : Medical
Languages : en
Pages : 567
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Book Description
Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis provides an overview of many key statistical methods that have been developed in response to such new data streams and the associated ability to address key scientific and epidemiological questions. A unique feature of the Handbook is the wide range of topics covered. Key features Contributors include many leading researchers in the field Divided into four main sections: Basic concepts, Analysis of Outbreak Data, Analysis of Seroprevalence Data, Analysis of Surveillance Data Numerous case studies and examples throughout Provides both introductory material and key reference material
Author: Ibrahim Abubakar
Publisher: Oxford University Press
ISBN: 0191030554
Category : Medical
Languages : en
Pages : 295
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Book Description
Infectious Disease Epidemiology is a concise reference guide which provides trainees and practicing epidemiologists with the information that they need to understand the basic concepts necessary for working in this specialist area. Divided into two sections, part one comprehensively covers the basic principles and methods relevant to the study of infectious disease epidemiology. It is organised in order of increasing complexity, ranging from a general introduction to subjects such as mathematical modelling and sero-epidemiology. Part two examines key major infectious diseases that are of global significance. Grouped by their route of transmission for ease of reference, they include diseases that present a particular burden or a high potential for causing mortality. This practical guide will be essential reading for postgraduate students in infectious disease epidemiology, health protection trainees, and practicing epidemiologists.
Author: Rani, Geeta
Publisher: IGI Global
ISBN: 1799827437
Category : Medical
Languages : en
Pages : 586
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Book Description
By applying data analytics techniques and machine learning algorithms to predict disease, medical practitioners can more accurately diagnose and treat patients. However, researchers face problems in identifying suitable algorithms for pre-processing, transformations, and the integration of clinical data in a single module, as well as seeking different ways to build and evaluate models. The Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning is a pivotal reference source that explores the application of algorithms to making disease predictions through the identification of symptoms and information retrieval from images such as MRIs, ECGs, EEGs, etc. Highlighting a wide range of topics including clinical decision support systems, biomedical image analysis, and prediction models, this book is ideally designed for clinicians, physicians, programmers, computer engineers, IT specialists, data analysts, hospital administrators, researchers, academicians, and graduate and post-graduate students.
Author: Ottar N. Bjørnstad
Publisher: Springer
ISBN: 3319974874
Category : Medical
Languages : en
Pages : 318
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Book Description
This book is designed to be a practical study in infectious disease dynamics. The book offers an easy to follow implementation and analysis of mathematical epidemiology. The book focuses on recent case studies in order to explore various conceptual, mathematical, and statistical issues. The dynamics of infectious diseases shows a wide diversity of pattern. Some have locally persistent chains-of-transmission, others persist spatially in ‘consumer-resource metapopulations’. Some infections are prevalent among the young, some among the old and some are age-invariant. Temporally, some diseases have little variation in prevalence, some have predictable seasonal shifts and others exhibit violent epidemics that may be regular or irregular in their timing. Models and ‘models-with-data’ have proved invaluable for understanding and predicting this diversity, and thence help improve intervention and control. Using mathematical models to understand infectious disease dynamics has a very rich history in epidemiology. The field has seen broad expansions of theories as well as a surge in real-life application of mathematics to dynamics and control of infectious disease. The chapters of Epidemics: Models and Data using R have been organized in a reasonably logical way: Chapters 1-10 is a mix and match of models, data and statistics pertaining to local disease dynamics; Chapters 11-13 pertains to spatial and spatiotemporal dynamics; Chapter 14 highlights similarities between the dynamics of infectious disease and parasitoid-host dynamics; Finally, Chapters 15 and 16 overview additional statistical methodology useful in studies of infectious disease dynamics. This book can be used as a guide for working with data, models and ‘models-and-data’ to understand epidemics and infectious disease dynamics in space and time.
Author: Nkuchia M. M'ikanatha
Publisher: John Wiley & Sons
ISBN: 1118543521
Category : Medical
Languages : en
Pages : 1139
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Book Description
This fully updated edition of Infectious Disease Surveillance is for frontline public health practitioners, epidemiologists, and clinical microbiologists who are engaged in communicable disease control. It is also a foundational text for trainees in public health, applied epidemiology, postgraduate medicine and nursing programs. The second edition portrays both the conceptual framework and practical aspects of infectious disease surveillance. It is a comprehensive resource designed to improve the tracking of infectious diseases and to serve as a starting point in the development of new surveillance systems. Infectious Disease Surveillance includes over 45 chapters from over 100 contributors, and topics organized into six sections based on major themes. Section One highlights the critical role surveillance plays in public health and it provides an overview of the current International Health Regulations (2005) in addition to successes and challenges in infectious disease eradication. Section Two describes surveillance systems based on logical program areas such as foodborne illnesses, vector-borne diseases, sexually transmitted diseases, viral hepatitis healthcare and transplantation associated infections. Attention is devoted to programs for monitoring unexplained deaths, agents of bioterrorism, mass gatherings, and disease associated with international travel. Sections Three and Four explore the uses of the Internet and wireless technologies to advance infectious disease surveillance in various settings with emphasis on best practices based on deployed systems. They also address molecular laboratory methods, and statistical and geospatial analysis, and evaluation of systems for early epidemic detection. Sections Five and Six discuss legal and ethical considerations, communication strategies and applied epidemiology-training programs. The rest of the chapters offer public-private partnerships, as well lessons from the 2009-2010 H1N1 influenza pandemic and future directions for infectious disease surveillance.
Author: Robert F. Betts
Publisher: Lippincott Williams & Wilkins
ISBN: 9780781732819
Category : Medical
Languages : en
Pages : 1226
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Book Description
Now in its thoroughly revised, updated Fifth Edition, this handbook is a practical, easily accessible, and authoritative guide to the diagnosis and treatment of infectious diseases. Leading experts present realistic clinical approaches to infectious disease problems seen in hospital and outpatient settings and offer up-to-the-minute advice on antimicrobial use--including specific recommendations on dosages, routes of administration, and duration of therapy. Chapters are written in a user-friendly outline format that is ideal for quick reference.This edition includes complete information on new diseases, new antibiotics, and HIV antiviral agents.
Author: Lippincott
Publisher: Lippincott Williams & Wilkins
ISBN: 1605479756
Category : Medical
Languages : en
Pages : 384
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Book Description
Infectious diseases kill more people worldwide than any other single cause. Lippincott's Guide to Infectious Diseases helps you assess, treat, and educate your infectious disease patients---with an emphasis on preventing transmission!
Author: Victor R. Preedy
Publisher: Springer
ISBN: 9780387786667
Category : Medical
Languages : en
Pages : 758
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Book Description
This handbook features in-depth reviews of disability-adjusted life years (DALYs), quality-adjusted life years (QALYs), quality of life and financial measures for over 120 diseases and conditions. Its editors have organized this critical information for maximum access and ease of use, with abstracts, definitions of key terms, summary points, and dozens of figures and tables that can enhance the text or stand alone.
Author: Michael David
Publisher: Springer
ISBN: 331964906X
Category : Medical
Languages : en
Pages : 261
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Book Description
This text uses cases to illustrate differential diagnoses of various infectious diseases. Unlike any other book on the market, this book is specifically designed for ease of use and can cater to a variety of medical professionals and their needs. The text features brief cases that allow for quick readability, an appendix particularly designed for cross-referencing cases with common symptoms, exposures, and putative diagnoses, bulleted conclusion points, and differential diagnoses tables. Each case is written by an expert in the field and includes a discussion that leads the reader through the logical process of deduction to narrow the diagnosis as well as the laboratory testing, physical examination findings, and elements of the patient’s history and exposures utilized to make a diagnosis. Chapters conclude with a focused review on a specific topic related to diagnosis, treatment, or prognosis that the case illustrates, including references for further reading on the topics from the literature. The Infectious Disease Diagnosis is an outstanding resource for infectious disease specialists, internal medicine physicians, emergency room staff, primary care and general practice physicians, family practitioners, consultants in infectious disease, medical students, residents, fellows, and trainees who diagnose patients.
Author: El Hiba, Omar
Publisher: IGI Global
ISBN: 1799882268
Category : Medical
Languages : en
Pages : 352
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Book Description
According to the World Health Organization (WHO), coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus (SARS-Cov2), which may cause mild to moderate respiratory complications in most infected people. Older people and those with chronic and/or acute illnesses may present serious complications. Underlying mechanisms of the cellular responses to the virus are not fully revealed; therefore, understanding the pathophysiology of COVID-19 is crucial to provide efficient data to define the appropriate and effective therapeutic strategies to cure and prevent COVID-19-associated complications. The Handbook of Research on Pathophysiology and Strategies for the Management of COVID-19 summarizes and assembles the published data on COVID-19 and provides an answer to the reader for the mystery of SARS-Cov2’s impact on human health through a deep analysis of the current data available in the literature. This book addresses the epidemiology and infectious patterns of the disease and the recent pathophysiological mechanisms of the disease and relationships to the medical history of the patient. Covering topics from the tie between COVID-19 and respiratory disease to vaccination information, this comprehensive reference source is ideal for clinicians, health professionals, pathologists, virologists, researchers, academicians, and medical and PhD students.
