The Most Comprehensive and Cutting-Edge Guide to Statistical Applications in Biomedical Research

With the increasing use of biotechnology in medical research and the sophisticated advances in computing, it has become essential for practitioners in the biomedical sciences to be fully educated on the role statistics plays in ensuring the accurate analysis of research findings. Statistical Advances in the Biomedical Sciences explores the growing value of statistical knowledge in the management and comprehension of medical research and, more specifically, provides an accessible introduction to the contemporary methodologies used to understand complex problems in the four major areas of modern-day biomedical science: clinical trials, epidemiology, survival analysis, and bioinformatics.

Composed of contributions from eminent researchers in the field, this volume discusses the application of statistical techniques to various aspects of modern medical research and illustrates how these methods ultimately prove to be an indispensable part of proper data collection and analysis. A structural uniformity is maintained across all chapters, each beginning with an introduction that discusses general concepts and the biomedical problem under focus and is followed by specific details on the associated methods, algorithms, and applications. In addition, each chapter provides a summary of the main ideas and offers a concluding remarks section that presents novel ideas, approaches, and challenges for future research.

Complete with detailed references and insight on the future directions of biomedical research, Statistical Advances in the Biomedical Sciences provides vital statistical guidance to practitioners in the biomedical sciences while also introducing statisticians to new, multidisciplinary frontiers of application. This text is an excellent reference for graduate- and PhD-level courses in various areas of biostatistics and the medical sciences and also serves as a valuable tool for medical researchers, statisticians, public health professionals, and biostatisticians.

This graduate-level text provides a survey of the logic and reasoning underpinning statistical analysis, as well as giving a broad-brush overview of the various statistical techniques that play a major roll in scientific and social investigations. Arranged in rough historical order, the text starts with the ideas of probability that underpin statistical methods and progresses through the developments of the nineteenth and twentieth centuries to modern concerns and solutions. Assuming only a basic level of Mathematics and with numerous examples and illustrations, this text presents a valuable resource not only to the experienced researcher but also to the student, by complementing courses in a wide range of substantive areas and enabling the reader to rise above the details in order to see the overall structure of the subject.

Control of waterborne disease is a multi-disciplinary function relying on co-operation between engineers, public health professionals, toxicologists, environmental health officials and other professionals. With this in mind, Waterborne Disease: Ecology and Epidemiology provides a comprehensive overview of waterborne-related health problems for all such professionals with an interest in this significant world-wide problem. Each chapter follows a logical structure, focusing upon a specific disease group and presenting a detailed and authoritative examination of a given pathogen's microbiology, clinical aspects and diagnosis. Chapters also review the distribution of each pathogen in the aquatic environment and discuss outbreaks and sporadic disease from microbiological, epidemiological and water supply perspectives. With increasing awareness of environmental problems throughout the world, this unique volume provides timely and invaluable reading for medical practitioners, environmental health officers, public health professionals, water quality engineers, scientists and environmental regulators.

Since the publication of the second edition, many new Bayesian tools and methods have been developed for space-time data analysis, the predictive modeling of health outcomes, and other spatial biostatistical areas. Exploring these new developments, Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology, Third Edition provides an up-to-date, cohesive account of the full range of Bayesian disease mapping methods and applications. In addition to the new material, the book also covers more conventional areas such as relative risk estimation, clustering, spatial survival analysis, and longitudinal analysis. After an introduction to Bayesian inference, computation, and model assessment, the text focuses on important themes, including disease map reconstruction, cluster detection, regression and ecological analysis, putative hazard modeling, analysis of multiple scales and multiple diseases, spatial survival and longitudinal studies, spatiotemporal methods, and map surveillance. It shows how Bayesian disease mapping can yield significant insights into georeferenced health data. The target audience for this text is public health specialists, epidemiologists, and biostatisticians who need to work with geo-referenced health data.

Methods, just as diseases or scientists, have their own history. It is important for scientists to be aware of the genesis of the methods they use and of the context in which they were developed.

A History of Epidemiologic Methods and Concepts is based on a collection of contributions which appeared in "SPM International Journal of Public Health," starting in January 2001. The contributions focus on the historical emergence of current epidemiological methods and their relative importance at different points in time, rather than on specific achievements of epidemiology in controlling plagues such as cholera, tuberculosis, malaria, typhoid fever, or lung cancer. The papers present the design of prospective and retrospective studies, and the concepts of bias, confounding, and interaction. The compilation of articles is complemented by an introduction and comments by Prof. Alfredo Morabia which puts them in the context of current epidemiological research.

Communicable Disease Epidemiology and Control Edited by Norman Noah King's College School of Medicine and Dentistry, London, UK, and Mary O'Mahony Public Health Laboratory Service, London, UK With the growing interest in communicable diseases and their control worldwide, largely due to new and re-emerging infections, there is a need for up-to-date information in this continually changing field. Timely and wide ranging, Communicable Disease: Epidemiology and Control addresses many of the contemporary issues and provides:
* Detailed and concise examination of management issues, such as commissioning and contracting, setting up an incident room, and legal aspects
* A practical approach
* An examination of a wide spectrum of issues in communicable diseases, including cholera, tuberculosis, Helicobacter pylori, and sexually transmitted diseases
This volume is an invaluable resource for microbiologists, epidemiologists and all professionals involved in public health.

This book provides practical guidance for statisticians, clinicians, and researchers involved in clinical trials in the biopharmaceutical industry, medical and public health organisations. Academics and students needing an introduction to handling missing data will also find this book invaluable. The authors describe how missing data can affect the outcome and credibility of a clinical trial, show by examples how a clinical team can work to prevent missing data, and present the reader with approaches to address missing data effectively. The book is illustrated throughout with realistic case studies and worked examples, and presents clear and concise guidelines to enable good planning for missing data. The authors show how to handle missing data in a way that is transparent and easy to understand for clinicians, regulators and patients. New developments are presented to improve the choice and implementation of primary and sensitivity analyses for missing data. Many SAS code examples are included the reader is given a toolbox for implementing analyses under a variety of assumptions.

Vector-borne diseases have increasingly emerged as significant causes of human illnesses worldwide, largely due to environmental changes (deforestation), population movements (migration and travelling), international trades, and buildup of drug resistance. These are presenting major challenge to the efficacy and use of conventional tools for controlling vector-borne diseases. Therefore, use of microbial approach for the control of vector-borne diseases is gaining importance. This book comprehensively reviews vector-borne diseases and their microbial control, emphasizing majorly on ecofriendly ways of microbial control.

In biological research, the amount of data available to researchers has increased so much over recent years, it is becoming increasingly difficult to understand the current state of the art without some experience and understanding of data analytics and bioinformatics. An Introduction to Bioinformatics with R: A Practical Guide for Biologists leads the reader through the basics of computational analysis of data encountered in modern biological research. With no previous experience with statistics or programming required, readers will develop the ability to plan suitable analyses of biological datasets, and to use the R programming environment to perform these analyses. This is achieved through a series of case studies using R to answer research questions using molecular biology datasets. Broadly applicable statistical methods are explained, including linear and rank-based correlation, distance metrics and hierarchical clustering, hypothesis testing using linear regression, proportional hazards regression for survival data, and principal component analysis. These methods are then applied as appropriate throughout the case studies, illustrating how they can be used to answer research questions. Key Features: * Provides a practical course in computational data analysis suitable for students or researchers with no previous exposure to computer programming. * Describes in detail the theoretical basis for statistical analysis techniques used throughout the textbook, from basic principles * Presents walk-throughs of data analysis tasks using R and example datasets. All R commands are presented and explained in order to enable the reader to carry out these tasks themselves. * Uses outputs from a large range of molecular biology platforms including DNA methylation and genotyping microarrays; RNA-seq, genome sequencing, ChIP-seq and bisulphite sequencing; and high-throughput phenotypic screens. * Gives worked-out examples geared towards problems encountered in cancer research, which can also be applied across many areas of molecular biology and medical research. This book has been developed over years of training biological scientists and clinicians to analyse the large datasets available in their cancer research projects. It is appropriate for use as a textbook or as a practical book for biological scientists looking to gain bioinformatics skills.

The book discusses the impact of genetics, social determinants of health, the environment, and lifestyle in the burden of cardiometabolic conditions in African American and Hispanic/Latinx populations. It includes fully updated and revised chapters on genetics and CVD risk, epidemiology of cardiovascular health, cardiovascular imaging, dyslipidemias and other emerging risk factors, obesity and metabolic syndrome, heart failure, and genetic variations in CVD. Unique aspects within African American and Hispanic/Latinx populations are explored with suggested appropriate therapeutic interventions. New chapters focus on ASCVD risk assessment, emerging precision medicine concepts, the impact of diabetes, resilience and CVD survival, and lifestyle and dieting considerations. Written by a team of experts, the book examines the degree to which biomedical and scientific literature can clarify the impact of genetic variation and environment on cardiovascular disease. The Second Edition of Cardiovascular Disease in Racial and Ethnic Minority Populations is an essential resource for physicians, residents, fellows, and medical students in cardiology, internal medicine, family medicine, clinical lipidology, and epidemiology.

Preventing War and Promoting Peace: A Guide for Health Professionals is an interdisciplinary study of how pervasive militarism creates a propensity for war through the influence of academia, economic policy, the defense industry, and the news media. Comprising contributions by academics and practitioners from the fields of public health, medicine, nursing, law, sociology, psychology, political science, and peace and conflict studies, as well as representatives from organizations active in war prevention, the book emphasizes the underlying preventable causes of war, particularly militarism, and focuses on the methods health professionals can use to prevent war. Preventing War and Promoting Peace provides hard-hitting facts about the devastating health effects of war and a broad perspective on war and health, presenting a new paradigm for the proactive engagement of health professions in the prevention of war and the promotion of peace.

Despite vaccines and medicines, we have not succeeded in eradicating the most poisonous viruses in the world, like jaundice, measles, diarrhea, polio, and AIDS, not to mention newcomers like West Nile and SARS. Also, since September 11, it is no longer unthinkable that a terrorist would intentionally spread a virus among people or the food chain. In this book, Jaap Goudsmit argues that there is no such thing as life without viruses for many reasons; including the fact that many viruses spread without any visible signs, and can hide in animals; that there are too many different species of viruses and they multiply much faster than any animal or plant; and that infections strike especially in areas where life is difficult enough already, such as Africa and Asia.
However, Goudsmit continues, if viruses hold onto life so stubbornly, perhaps they can be useful to other living beings. Do viruses offer people a better chance of survival in a hostile world? Do viruses make people fitter? Some viruses seem to play a role in the process whereby our genes adapt to the environment. What is it that makes viruses incredibly strong, and can we learn something from it? What is the secret of the enormous "fitness" of viruses? Will viruses spell the end of mankind or will man always be able to offer resistance? This book attempts to answer these and other questions.

Pandemic influenza is a re-emerging pathogen with serious public health consequences. The A(H1N1) pandemic in 2009/10 and the continuing threat to humans from avian influenza A(H5N1) and other novel influenza viruses have both underlined the importance of preparedness at local, national and international levels. With a strong emphasis on practicality, this book offers comprehensive coverage of the science and operational application of influenza epidemiology, virology and immunology, vaccinology, pharmaceutical and public health measures, biomathematical modelling, policy issues and ethics involved in preparing for and responding to pandemic influenza. Each chapter raises key questions and answers them in clear and concise sections, detailing relevant modelling studies and further reading. Comprehensively updated to incorporate major lessons from the 2009/10 pandemic, this second edition includes new contributions on surveillance, International Health Regulations, clinical management and local health service responses, illustrated with vibrant international case studies. Written in an easily accessible style by global experts, this is an essential text for students of public health and those involved in local, national and international pandemic preparedness and response.

This Companion provides a comprehensive account of health and medical geography and approaches the major themes and key topics from a variety of angles. Offers a unique breadth of topics relating to both health and medical geography Includes contributions from a range of scholars from rising stars to established, internationally renowned authors Provides an up-to-date review of the state of the sub-discipline Thematically organized sections offer detailed accounts of specific issues and combine general overviews of the current literature with case study material Chapters cover topics at the cutting edge of the sub-discipline, including emerging and re-emerging diseases, the politics of disease, mental and emotional health, landscapes of despair, and the geography of care

"Jim Shepard is a fiction writer of peculiar but tantalizing gifts." The New York Times In a tiny settlement on the west coast of Greenland, 11-year-old Aleq and his best friend, frequent trespassers at a mining site exposed to mountains of long-buried and thawing permafrost, carry what they pick up back into their village, and from there Shepard's harrowing and deeply moving story follows Aleq, one of the few survivors of the initial outbreak, through his identification and radical isolation as the likely index patient. While he shoulders both a crushing guilt for what he may have done and the hopes of a world looking for answers, we also meet two Epidemic Intelligence Service investigators dispatched from the CDC--Jeannine, an epidemiologist and daughter of Algerian immigrants, and Danice, an MD and lab wonk. As they attempt to head off the cataclysm, Jeannine--moving from the Greenland hospital overwhelmed with the first patients to a Level 4 high-security facility in the Rocky Mountains--does what she can to sustain Aleq. Both a chamber piece of multiple intimate perspectives and a more omniscient glimpse into the megastructures (political, cultural, and biological) that inform such a disaster, the novel reminds us of the crucial bonds that form in the midst of catastrophe, as a child and several hyper-educated adults learn what it means to provide adequate support for those they love. In the process, they celebrate the precious worlds they might lose, and help to shape others that may survive.

Science abounds with problems where the data are noisy and the answer is not a straight line. Semiparametric regression analysis helps make sense of such data in application areas that include engineering, finance, medicine and public health. The book is geared towards researchers and professionals with little background in regression as well as statistically oriented scientists (biostatisticians, econometricians, quantitative social scientists, and epidemiologists) with knowledge of regression and the desire to begin using more flexible semiparametric models.

This book provides a comprehensive overview of the concept of "Total Exposure Health" and presents details on subject areas which make up the framework. It provides in-depth coverage of the science and technology supporting exposure and risk assessment. This includes advances in toxicology and the "-omics" as well as new techniques for exposure assessment. The book concludes with a discussion on bioethics implications, including ethical considerations related to genetic testing. Discusses advances in exposure monitoring Presents a systems biology approach to human exposures Examines how overall well-being translates to worker productivity Considers the link between work-related risk factors and health conditions Covers the study of genomics in precision medicine and exposure science Explores bioethics in genomic studies Aimed at the exposure professionals (industrial hygienists, toxicologists, public health, environmental engineers), geneticists, molecular biologists, engineers and managers in the health and safety industry as well as professionals in the public administration field.

This book contains the contributions to the 32nd Hemophilia Symposium, Hamburg 2001. The main topics are epidemiology, hemophilia, pediatric hemostasiology. The volume is rounded off by numerous free papers and posters on hemophilia, hemorrhagic diathesis, thrombophilic diathesis and associated topics.

The association of a suspect with the victim or crime scene through DNA evidence is one of the most powerful statements of complicity in a crime imaginable. No category of evidence has ever had the complete capacity to convict or exonerate an accused so absolutely in the eyes of the public. With the discriminatory powers of DNA and the variety of DNA markers now in regular use, the one thing keeping a third of all cases unsolved is the lack of human DNA evidence. However, the identification of polymorphic genetic loci in cats, dogs, plants, insects, bacteria, and viruses can provide the critical link between suspect and scene in the absence of human DNA. Non-Human DNA Typing: Theory and Casework Applications provides an introduction to the basic science underlying the emerging field of non-human DNA typing. It examines the use of non-human DNA evidence not just in homicide cases, but also in drug trafficking, poaching of endangered species, livestock fraud, and missing persons, as well as the identification of primary and secondary crime scenes. The book demonstrates the recognition, collection, and preservation of biological evidence at a crime scene, techniques of DNA fingerprinting, and DNA profiling. Using a wide variety of examples, applications, and case studies, the author describes the STR analysis of canine and feline samples, insects, and fungi, and their role as evidence in forensic science. Chapters consider the development of testing methods for animal evidence, soil DNA typing, and the use of DNA typing in wildlife investigations. A useful appendix includes an overview of the history of forensic serology and DNA. Combining science, case examples, legal decisions, andreferences, Non-Human DNA Typing: Theory and Casework Applications presents the forensic and legal applications of non-human DNA evidence for scientists, law enforcement, and attorneys.

This book describes stochastic epidemic models and methods for statistically analyzing them. It is aimed at statisticians, biostatisticians, and biomathematicians.

International specialists in Microbiology, Infectious Diseases, Internal Medicine, Cardiology Immunology, Pneumonology, Neurology and Epidemiology gathered to this workshop to discuss and enhance interdisciplinary knowledge on the possible etiological role of Chlamydia pneumoniae, a widespread human respiratory infection, in the pathogenesis of chronic inflammatory diseases with major public health impact such as atherosclerosis, cardiovascular disease, adult-onset asthma bronchiale, chronic obstructive pulmonary diseases, reactive arthritis, morbus Alzheimer and multiple sclerosis. Current deficits and goals in the standardisation of diagnostic tools, basic and applied research, design of epidemiological and monitoring of therapy studies were identified. A special feature of this book is the comprehensive collection of state-of-the-art review articles in the various fields with many references.

Conservation medicine focuses on the cross-over between ecosystem, animal and human health. Conservation biology emerged as a "crisis" discipline in the 1980s at the interface between ecology, environmental policy and management; and work in the biomedical and veterinary sciences is now being folded into conservation biology, to explore the connections between animal and human health. It traces the environmental sources of pathogens and pollutants in order to develop a rounded, interdisciplinary understanding of the ecological causes of changes in human and animal health, and the consequences of diseases to populations and ecological communities.

It is now forty years since the discovery of AIDS, but its origins continue to puzzle doctors, scientists and patients. Inspired by his own experiences working as a physician in a bush hospital in Zaire, Jacques Pepin looks back to the early twentieth-century events in central Africa that triggered the emergence of HIV/AIDS and traces its subsequent development into the most dramatic and destructive epidemic of modern times. He shows how the disease was first transmitted from chimpanzees to man and then how military campaigns, urbanisation, prostitution and large-scale colonial medical interventions intended to eradicate tropical diseases combined to disastrous effect to fuel the spread of the virus from its origins in Leopoldville to the rest of Africa, the Caribbean and ultimately worldwide. This is an essential perspective on HIV/AIDS and on the lessons that must be learned as the world faces another pandemic.

Creo que muchos de los profesionales de la salud, no tienen una comprensi n adecuada, acerca de lo que abarca la Medicina del Trabajo y las relaciones que esta tiene con la Epidemiolog a. M s a n, frecuentemente se encuentra una falta de comunicaci n entre el m dico del trabajo y el epidemi logo a pesar de su mutuo inter s en la salud y la enfermedad de los trabajadores. Adem s, considero justo decir, que la mayor a de los estudiantes de medicina y de otras ciencias de la salud, consideran a la Medicina del Trabajo y a la Epidemiolog a, como unidades de aprendizaje aburridas e irrelevantes, las que se estudian nicamente porque se les obliga a ello. Otro punto de vista com n, en lo referente a la Epidemiolog a, es que se le considera altamente matem tica y demasiado compleja para entenderla. Con este pensamiento, he intentado escribir un libro de texto conciso, para m dicos del trabajo, estudiantes de medicina y otros profesionales de la salud, que pueda explicar los conceptos b sicos de la epidemiolog a de manera clara y sencilla. He tratado de suprimir la brecha existente en la comunicaci n entre el M dico del Trabajo como cl nico y el epidemi logo, describiendo algunos ejemplos cl nicos a trav s del libro, explicando al M dico del Trabajo, por que es necesario el nfasis epidemiol gico sobre el estudio de grupos de trabajadores, mas que de individuos.

This book provides clearand concise information about microorganisms, how they cause infection and how they can be treated. The many illustrations throughout the text help make the information more accessible and the comprehensive referencing used will enable further in depth study if required by the reader.This is an excellent guide to microbiology and immunology, includinga wide range of information on bacteria, viruses, fungi and protozoa. Provides an overview of infection control Reviews how infections are spread