Network Epidemiology

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Temporal Network Epidemiology

Author : Naoki Masuda
Publisher : Springer
ISBN 13 : 9811052875
Total Pages : 345 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Temporal Network Epidemiology by : Naoki Masuda

Download or read book Temporal Network Epidemiology written by Naoki Masuda and published by Springer. This book was released on 2017-10-04 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent developments in epidemic process models and related data on temporally varying networks. It is widely recognized that contact networks are indispensable for describing, understanding, and intervening to stop the spread of infectious diseases in human and animal populations; “network epidemiology” is an umbrella term to describe this research field. More recently, contact networks have been recognized as being highly dynamic. This observation, also supported by an increasing amount of new data, has led to research on temporal networks, a rapidly growing area. Changes in network structure are often informed by epidemic (or other) dynamics, in which case they are referred to as adaptive networks. This volume gathers contributions by prominent authors working in temporal and adaptive network epidemiology, a field essential to understanding infectious diseases in real society.

Network Epidemiology

Author : Martina Morris
Publisher : Oxford University Press, USA
ISBN 13 : 0199269017
Total Pages : 252 pages
Book Rating : 4.1/5 (992 download)

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Book Synopsis Network Epidemiology by : Martina Morris

Download or read book Network Epidemiology written by Martina Morris and published by Oxford University Press, USA. This book was released on 2004-03-18 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: While much progress has been made on the biomedical front in treatments for HIV infection, prevention still relies on behaviour change. This book documents and explains the remarkable breakthroughs in behavioural research design that have emerged to confront this challenge.

Temporal Networks

Author : Petter Holme
Publisher : Springer
ISBN 13 : 3642364616
Total Pages : 356 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Temporal Networks by : Petter Holme

Download or read book Temporal Networks written by Petter Holme and published by Springer. This book was released on 2013-05-23 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of temporal networks is an extension of complex networks as a modeling framework to include information on when interactions between nodes happen. Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach the temporal aspects are pre-encoded in the dynamic system model. Temporal-network methods, on the other hand, lift the temporal information from the level of system dynamics to the mathematical representation of the contact network itself. This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology. The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal network methods are mathematically and conceptually more challenging. This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.

Social Epidemiology

Author : Lisa F. Berkman
Publisher : Oxford University Press
ISBN 13 : 9780195083316
Total Pages : 428 pages
Book Rating : 4.0/5 (833 download)

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Book Synopsis Social Epidemiology by : Lisa F. Berkman

Download or read book Social Epidemiology written by Lisa F. Berkman and published by Oxford University Press. This book was released on 2000-03-09 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows the important links between social conditions and health and begins to describe the processes through which these health inequalities may be generated. It reviews a range of methodologies that could be used by health researchers in this field and proposes innovative future research directions.

Computational Epidemiology

Author : Ellen Kuhl
Publisher : Springer Nature
ISBN 13 : 3030828905
Total Pages : 312 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Computational Epidemiology by : Ellen Kuhl

Download or read book Computational Epidemiology written by Ellen Kuhl and published by Springer Nature. This book was released on 2021-09-22 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19. It teaches the relevant tools to model and simulate nonlinear dynamic systems in view of a global pandemic that is acutely relevant to human health. If you are a student, educator, basic scientist, or medical researcher in the natural or social sciences, or someone passionate about big data and human health: This book is for you! It serves as a textbook for undergraduates and graduate students, and a monograph for researchers and scientists. It can be used in the mathematical life sciences suitable for courses in applied mathematics, biomedical engineering, biostatistics, computer science, data science, epidemiology, health sciences, machine learning, mathematical biology, numerical methods, and probabilistic programming. This book is a personal reflection on the role of data-driven modeling during the COVID-19 pandemic, motivated by the curiosity to understand it.

Social Networks and Health

Author : Thomas W. Valente
Publisher : Oxford University Press
ISBN 13 : 019988529X
Total Pages : 442 pages
Book Rating : 4.1/5 (998 download)

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Book Synopsis Social Networks and Health by : Thomas W. Valente

Download or read book Social Networks and Health written by Thomas W. Valente and published by Oxford University Press. This book was released on 2010-03-25 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Relationships and the pattern of relationships have a large and varied influence on both individual and group action. The fundamental distinction of social network analysis research is that relationships are of paramount importance in explaining behavior. Because of this, social network analysis offers many exciting tools and techniques for research and practice in a wide variety of medical and public health situations including organizational improvements, understanding risk behaviors, coordinating coalitions, and the delivery of health care services. This book provides an introduction to the major theories, methods, models, and findings of social network analysis research and application. In three sections, it presents a comprehensive overview of the topic; first in a survey of its historical and theoretical foundations, then in practical descriptions of the variety of methods currently in use, and finally in a discussion of its specific applications for behavior change in a public health context. Throughout, the text has been kept clear, concise, and comprehensible, with short mathematical formulas for some key indicators or concepts. Researchers and students alike will find it an invaluable resource for understanding and implementing social network analysis in their own practice.

Mathematics of Epidemics on Networks

Author : István Z. Kiss
Publisher : Springer
ISBN 13 : 3319508067
Total Pages : 423 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Mathematics of Epidemics on Networks by : István Z. Kiss

Download or read book Mathematics of Epidemics on Networks written by István Z. Kiss and published by Springer. This book was released on 2017-06-08 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides an exciting new addition to the area of network science featuring a stronger and more methodical link of models to their mathematical origin and explains how these relate to each other with special focus on epidemic spread on networks. The content of the book is at the interface of graph theory, stochastic processes and dynamical systems. The authors set out to make a significant contribution to closing the gap between model development and the supporting mathematics. This is done by: Summarising and presenting the state-of-the-art in modeling epidemics on networks with results and readily usable models signposted throughout the book; Presenting different mathematical approaches to formulate exact and solvable models; Identifying the concrete links between approximate models and their rigorous mathematical representation; Presenting a model hierarchy and clearly highlighting the links between model assumptions and model complexity; Providing a reference source for advanced undergraduate students, as well as doctoral students, postdoctoral researchers and academic experts who are engaged in modeling stochastic processes on networks; Providing software that can solve differential equation models or directly simulate epidemics on networks. Replete with numerous diagrams, examples, instructive exercises, and online access to simulation algorithms and readily usable code, this book will appeal to a wide spectrum of readers from different backgrounds and academic levels. Appropriate for students with or without a strong background in mathematics, this textbook can form the basis of an advanced undergraduate or graduate course in both mathematics and other departments alike.

Complex Population Dynamics

Author : Bernd Blasius
Publisher : World Scientific
ISBN 13 : 9812771573
Total Pages : 257 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Complex Population Dynamics by : Bernd Blasius

Download or read book Complex Population Dynamics written by Bernd Blasius and published by World Scientific. This book was released on 2007 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of review articles is devoted to the modeling of ecological, epidemiological and evolutionary systems. Theoretical mathematical models are perhaps one of the most powerful approaches available for increasing our understanding of the complex population dynamics in these natural systems. Exciting new techniques are currently being developed to meet this challenge, such as generalized or structural modeling, adaptive dynamics or multiplicative processes. Many of these new techniques stem from the field of nonlinear dynamics and chaos theory, where even the simplest mathematical rule can generate a rich variety of dynamical behaviors that bear a strong analogy to biological populations.

The CDC Field Epidemiology Manual

Author : Centers for Disease Control and Prevention (U.S.)
Publisher :
ISBN 13 : 0190933690
Total Pages : 529 pages
Book Rating : 4.1/5 (99 download)

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Book Synopsis The CDC Field Epidemiology Manual by : Centers for Disease Control and Prevention (U.S.)

Download or read book The CDC Field Epidemiology Manual written by Centers for Disease Control and Prevention (U.S.) and published by . This book was released on 2019 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: A NEW AND ESSENTIAL RESOURCE FOR THE PRACTICE OF EPIDEMIOLOGY AND PUBLIC HEALTH The CDC Field Epidemiology Manual is a definitive guide to investigating acute public health events on the ground and in real time. Assembled and written by experts from the Centers for Disease Control and Prevention as well as other leading public health agencies, it offers current and field-tested guidance for every stage of an outbreak investigation -- from identification to intervention and other core considerations along the way. Modeled after Michael Gregg's seminal book Field Epidemiology, this CDC manual ushers investigators through the core elements of field work, including many of the challenges inherent to outbreaks: working with multiple state and federal agencies or multinational organizations; legal considerations; and effective utilization of an incident-management approach. Additional coverage includes: � Updated guidance for new tools in field investigations, including the latest technologies for data collection and incorporating data from geographic information systems (GIS) � Tips for investigations in unique settings, including healthcare and community-congregate sites � Advice for responding to different types of outbreaks, including acute enteric disease; suspected biologic or toxic agents; and outbreaks of violence, suicide, and other forms of injury For the ever-changing public health landscape, The CDC Field Epidemiology Manual offers a new, authoritative resource for effective outbreak response to acute and emerging threats. *** Oxford University Press will donate a portion of the proceeds from this book to the CDC Foundation, an independent nonprofit and the sole entity created by Congress to mobilize philanthropic and private-sector resources to support the Centers for Disease Control and Prevention's critical health protection work. To learn more about the CDC Foundation, visit www.cdcfoundation.org.

Epidemiology and the People's Health

Author : Nancy Krieger
Publisher : Oxford University Press
ISBN 13 : 0199750351
Total Pages : 395 pages
Book Rating : 4.1/5 (997 download)

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Book Synopsis Epidemiology and the People's Health by : Nancy Krieger

Download or read book Epidemiology and the People's Health written by Nancy Krieger and published by Oxford University Press. This book was released on 2011-03-23 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise, conceptually rich, and accessible book is a rallying cry for a return to the study and discussion of epidemiologic theory: what it is, why it matters, how it has changed over time, and its implications for improving population health and promoting health equity. By tracing its history and contours from ancient societies on through the development of--and debates within--contemporary epidemiology worldwide, Dr. Krieger shows how epidemiologic theory has long shaped epidemiologic practice, knowledge, and the politics of public health.

Global Infectious Disease Surveillance and Detection

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309111145
Total Pages : 284 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Global Infectious Disease Surveillance and Detection by : Institute of Medicine

Download or read book Global Infectious Disease Surveillance and Detection written by Institute of Medicine and published by National Academies Press. This book was released on 2007-11-11 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Early detection is essential to the control of emerging, reemerging, and novel infectious diseases, whether naturally occurring or intentionally introduced. Containing the spread of such diseases in a profoundly interconnected world requires active vigilance for signs of an outbreak, rapid recognition of its presence, and diagnosis of its microbial cause, in addition to strategies and resources for an appropriate and efficient response. Although these actions are often viewed in terms of human public health, they also challenge the plant and animal health communities. Surveillance, defined as "the continual scrutiny of all aspects of occurrence and spread of a disease that are pertinent to effective control", involves the "systematic collection, analysis, interpretation, and dissemination of health data." Disease detection and diagnosis is the act of discovering a novel, emerging, or reemerging disease or disease event and identifying its cause. Diagnosis is "the cornerstone of effective disease control and prevention efforts, including surveillance." Disease surveillance and detection relies heavily on the astute individual: the clinician, veterinarian, plant pathologist, farmer, livestock manager, or agricultural extension agent who notices something unusual, atypical, or suspicious and brings this discovery in a timely way to the attention of an appropriate representative of human public health, veterinary medicine, or agriculture. Most developed countries have the ability to detect and diagnose human, animal, and plant diseases. Global Infectious Disease Surveillance and Detection: Assessing the Challenges-Finding Solutions, Workshop Summary is part of a 10 book series and summarizes the recommendations and presentations of the workshop.

Social Epidemiology

Author : Lisa F. Berkman
Publisher :
ISBN 13 : 0195377907
Total Pages : 641 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis Social Epidemiology by : Lisa F. Berkman

Download or read book Social Epidemiology written by Lisa F. Berkman and published by . This book was released on 2014 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social epidemiology is the study of how the social world influences -- and in many cases defines -- the fundamental determinants of health. This link was substantiated in the first edition of Social Epidemiology, and the generation of research that followed has fundamentally changed the way we understand epidemiology and public health. This much-awaited second edition elevates the field again, first by codifying the last decade of research, then by extending it to examine how public policies impact health. The new edition includes: - 11 fully updated chapters, including entries on the links between health and discrimination, income inequality, social networks, and emotion - Four all-new chapters on the role of policies in shaping health, including how to translate evidence into action with multi-level interventions - Updated references, detailing the best research over the last two decades The result is a bold, brilliant text that will serve the new world of epidemiology in which scientists both observe health and design interventions to improve it. Social Epidemiology again sets an intellectual agenda and provides an essential foundation for those interested in social determinants of health around the world.

Methods in Epidemiology

Author : George Rutherford
Publisher : Springer Nature
ISBN 13 : 3030754642
Total Pages : 76 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Methods in Epidemiology by : George Rutherford

Download or read book Methods in Epidemiology written by George Rutherford and published by Springer Nature. This book was released on 2021-08-02 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the variety of direct and indirect population size estimation (PSE) methods available along with their strengths and weaknesses. Direct estimation methods, such as enumeration and mapping, involve contact with members of hard-to-reach groups. Indirect methods have practical appeal because they require no contact with members of hard-to-reach groups. One indirect method in particular, network scale-up (NSU), has several strengths over other PSE methods: It can be applied at a province/country level, it can estimate size of several hard-to-reach population in a single study, and it is implemented with members of the general population rather than members of hard-to-reach groups. The book discusses methods to collect, analyze, and adjust results and presents methods to triangulate and finalize PSEs.

Social Epidemiology

Author : Lisa F. Berkman PhD
Publisher : Oxford University Press
ISBN 13 : 0199395349
Total Pages : 641 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis Social Epidemiology by : Lisa F. Berkman PhD

Download or read book Social Epidemiology written by Lisa F. Berkman PhD and published by Oxford University Press. This book was released on 2014-07-09 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social epidemiology is the study of how the social world influences -- and in many cases defines -- the fundamental determinants of health. This link was substantiated in the first edition of Social Epidemiology, and the generation of research that followed has fundamentally changed the way we understand epidemiology and public health. This much-awaited second edition elevates the field again, first by codifying the last decade of research, then by extending it to examine how public policies impact health. The new edition includes: · 11 fully updated chapters, including entries on the links between health and discrimination, income inequality, social networks, and emotion · Four all-new chapters on the role of policies in shaping health, including how to translate evidence into action with multi-level interventions · Updated references, detailing the best research over the last two decades The result is a bold, brilliant text that will serve the new world of epidemiology in which scientists both observe health and design interventions to improve it. Social Epidemiology again sets an intellectual agenda and provides an essential foundation for those interested in social determinants of health around the world.

Applied Epidemiology

Author : Ross C. Brownson
Publisher : Oxford University Press, USA
ISBN 13 : 9780195187410
Total Pages : 392 pages
Book Rating : 4.1/5 (874 download)

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Book Synopsis Applied Epidemiology by : Ross C. Brownson

Download or read book Applied Epidemiology written by Ross C. Brownson and published by Oxford University Press, USA. This book was released on 2006 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applies traditional epideiologic methods for determining disease etiology to the real-life applications of public health and health services research. This text contains a chapter on the development and use of systematic reviews and one on epidemiology and the law.

Explanation in Causal Inference

Author : Tyler J. VanderWeele
Publisher : Oxford University Press, USA
ISBN 13 : 0199325871
Total Pages : 729 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis Explanation in Causal Inference by : Tyler J. VanderWeele

Download or read book Explanation in Causal Inference written by Tyler J. VanderWeele and published by Oxford University Press, USA. This book was released on 2015 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive examination of methods for mediation and interaction, VanderWeele's book is the first to approach this topic from the perspective of causal inference. Numerous software tools are provided, and the text is both accessible and easy to read, with examples drawn from diverse fields. The result is an essential reference for anyone conducting empirical research in the biomedical or social sciences.

The Economics of Epidemiology

Author : Troy Tassier
Publisher : Springer Science & Business Media
ISBN 13 : 3642381200
Total Pages : 93 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis The Economics of Epidemiology by : Troy Tassier

Download or read book The Economics of Epidemiology written by Troy Tassier and published by Springer Science & Business Media. This book was released on 2013-08-13 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a basic introduction to epidemiology from the perspective of economics, using economic modeling to better understand and describe how infectious disease spreads. Three main elements are introduced: epidemiology, social network analysis, and the economics needed to model the behavior of individuals in the presence of infectious disease. The book aims to provide a starting point for discussion between medical professionals, social scientists and public health officials, the three groups interested in the spread of disease.