Causation In Population Health Informatics And Data Science

Download Causation In Population Health Informatics And Data Science full books in PDF, epub, and Kindle. Read online Causation In Population Health Informatics And Data Science ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Causation in Population Health Informatics and Data Science

Author : Olaf Dammann
Publisher : Springer
ISBN 13 : 3319963074
Total Pages : 139 pages
Book Rating : 4.3/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Causation in Population Health Informatics and Data Science by : Olaf Dammann

Download or read book Causation in Population Health Informatics and Data Science written by Olaf Dammann and published by Springer. This book was released on 2018-10-29 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered include how data are generated and interpreted, and how and why concepts in health informatics and the philosophy of science should be integrated in a systems-thinking approach. Furthermore, a formal epistemology for the health sciences and public health is suggested. Causation in Population Health Informatics and Data Science provides a detailed guide of the latest thinking on causal inference in population health informatics. It is therefore a critical resource for all informaticians and epidemiologists interested in the potential benefits of utilising a systems-based approach to causal inference in health informatics.

Causation in Population Health Informatics and Data Science

Author : Olaf Dammann
Publisher :
ISBN 13 : 9783319963082
Total Pages : 134 pages
Book Rating : 4.9/5 (63 download)

DOWNLOAD NOW!

Book Synopsis Causation in Population Health Informatics and Data Science by : Olaf Dammann

Download or read book Causation in Population Health Informatics and Data Science written by Olaf Dammann and published by . This book was released on 2019 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered include how data are generated and interpreted, and how and why concepts in health informatics and the philosophy of science should be integrated in a systems-thinking approach. Furthermore, a formal epistemology for the health sciences and public health is suggested. Causation in Population Health Informatics and Data Science provides a detailed guide of the latest thinking on causal inference in population health informatics. It is therefore a critical resource for all informaticians and epidemiologists interested in the potential benefits of utilising a systems-based approach to causal inference in health informatics.

Explaining Health Across the Sciences

Author : Jonathan Sholl
Publisher : Springer Nature
ISBN 13 : 3030526631
Total Pages : 551 pages
Book Rating : 4.0/5 (35 download)

DOWNLOAD NOW!

Book Synopsis Explaining Health Across the Sciences by : Jonathan Sholl

Download or read book Explaining Health Across the Sciences written by Jonathan Sholl and published by Springer Nature. This book was released on 2020-08-28 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume aims to better understand the multifaceted phenomenon we call health. Going beyond simple views of health as the absence of disease or as complete well-being, this book unites scientists and philosophers. The contributions clarify the links between health and adaptation, robustness, resilience, or dynamic homeostasis, and discuss how to achieve health and healthy aging through practices such as hormesis. The book is divided into three parts and a conclusion: the first part explains health from within specific disciplines, the second part explores health from the perspective of a bodily part, system, function, or even the environment in which organisms live, and the final part looks at more clinical or practical perspectives. It thereby gathers, across 30 chapters, diverse perspectives from the broad fields of evolutionary and systems biology, immunology, and biogerontology, more specific areas such as odontology, cardiology, neurology, and public health, as well as philosophical reflections on mental health, sexuality, authenticity and medical theories. The overarching aim is to inform, inspire and encourage intellectuals from various disciplines to assess whether explanations in these disparate fields and across biological levels can be sufficiently systematized and unified to clarify the complexity of health. It will be particularly useful for medical graduates, philosophy graduates and research professionals in the life sciences and general medicine, as well as for upper-level graduate philosophy of science students.

The Routledge Handbook of the Philosophy of Evidence

Author : Maria Lasonen-Aarnio
Publisher : Taylor & Francis
ISBN 13 : 1317373901
Total Pages : 562 pages
Book Rating : 4.3/5 (173 download)

DOWNLOAD NOW!

Book Synopsis The Routledge Handbook of the Philosophy of Evidence by : Maria Lasonen-Aarnio

Download or read book The Routledge Handbook of the Philosophy of Evidence written by Maria Lasonen-Aarnio and published by Taylor & Francis. This book was released on 2023-12-19 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: What one can know depends on one’s evidence. Good scientific theories are supported by evidence. Our experiences provide us with evidence. Any sort of inquiry involves the seeking of evidence. It is irrational to believe contrary to your evidence. For these reasons and more, evidence is one of the most fundamental notions in the field of epistemology and is emerging as a crucial topic across academic disciplines. The Routledge Handbook of the Philosophy of Evidence is an outstanding reference source to the key topics, problems, and debates in this exciting subject and is the first major volume of its kind. Comprising forty chapters by an international team of contributors the handbook is divided into six clear parts: The Nature of Evidence Evidence and Probability The Social Epistemology of Evidence Sources of Evidence Evidence and Justification Evidence in the Disciplines The Routledge Handbook of the Philosophy of Evidence is essential reading for students and researchers in philosophy of science and epistemology, and will also be of interest to those in related disciplines across the humanities and social sciences, such as law, religion, and history.

Public Health Informatics and Information Systems

Author : J.A. Magnuson
Publisher : Springer Science & Business Media
ISBN 13 : 1447142373
Total Pages : 665 pages
Book Rating : 4.4/5 (471 download)

DOWNLOAD NOW!

Book Synopsis Public Health Informatics and Information Systems by : J.A. Magnuson

Download or read book Public Health Informatics and Information Systems written by J.A. Magnuson and published by Springer Science & Business Media. This book was released on 2013-11-29 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: This revised edition covers all aspects of public health informatics and discusses the creation and management of an information technology infrastructure that is essential in linking state and local organizations in their efforts to gather data for the surveillance and prevention. Public health officials will have to understand basic principles of information resource management in order to make the appropriate technology choices that will guide the future of their organizations. Public health continues to be at the forefront of modern medicine, given the importance of implementing a population-based health approach and to addressing chronic health conditions. This book provides informatics principles and examples of practice in a public health context. In doing so, it clarifies the ways in which newer information technologies will improve individual and community health status. This book's primary purpose is to consolidate key information and promote a strategic approach to information systems and development, making it a resource for use by faculty and students of public health, as well as the practicing public health professional. Chapter highlights include: The Governmental and Legislative Context of Informatics; Assessing the Value of Information Systems; Ethics, Information Technology, and Public Health; and Privacy, Confidentiality, and Security. Review questions are featured at the end of every chapter. Aside from its use for public health professionals, the book will be used by schools of public health, clinical and public health nurses and students, schools of social work, allied health, and environmental sciences.

What is Scientific Knowledge?

Author : Kevin McCain
Publisher : Routledge
ISBN 13 : 1351336614
Total Pages : 314 pages
Book Rating : 4.3/5 (513 download)

DOWNLOAD NOW!

Book Synopsis What is Scientific Knowledge? by : Kevin McCain

Download or read book What is Scientific Knowledge? written by Kevin McCain and published by Routledge. This book was released on 2019-06-11 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Scientific Knowledge? is a much-needed collection of introductory-level chapters on the epistemology of science. Renowned historians, philosophers, science educators, and cognitive scientists have authored 19 original contributions specifically for this volume. The chapters, accessible for students in both philosophy and the sciences, serve as helpful introductions to the primary debates surrounding scientific knowledge. First-year undergraduates can readily understand the variety of discussions in the volume, and yet advanced students and scholars will encounter chapters rich enough to engage their many interests. The variety and coverage in this volume make it the perfect choice for the primary text in courses on scientific knowledge. It can also be used as a supplemental book in classes in epistemology, philosophy of science, and other related areas. Key features: * an accessible and comprehensive introduction to the epistemology of science for a wide variety of students (both undergraduate- and graduate-level) and researchers * written by an international team of senior researchers and the most promising junior scholars * addresses several questions that students and lay people interested in science may already have, including questions about how scientific knowledge is gained, its nature, and the challenges it faces.

Causal Inference in Statistics

Author : Judea Pearl
Publisher : John Wiley & Sons
ISBN 13 : 1119186862
Total Pages : 162 pages
Book Rating : 4.1/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Causal Inference in Statistics by : Judea Pearl

Download or read book Causal Inference in Statistics written by Judea Pearl and published by John Wiley & Sons. This book was released on 2016-01-25 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: CAUSAL INFERENCE IN STATISTICS A Primer Causality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written about the exploding arsenal of methods that can tease causal information from data. Causal Inference in Statistics fills that gap. Using simple examples and plain language, the book lays out how to define causal parameters; the assumptions necessary to estimate causal parameters in a variety of situations; how to express those assumptions mathematically; whether those assumptions have testable implications; how to predict the effects of interventions; and how to reason counterfactually. These are the foundational tools that any student of statistics needs to acquire in order to use statistical methods to answer causal questions of interest. This book is accessible to anyone with an interest in interpreting data, from undergraduates, professors, researchers, or to the interested layperson. Examples are drawn from a wide variety of fields, including medicine, public policy, and law; a brief introduction to probability and statistics is provided for the uninitiated; and each chapter comes with study questions to reinforce the readers understanding.

Leveraging Data Science for Global Health

Author : Leo Anthony Celi
Publisher : Springer Nature
ISBN 13 : 3030479943
Total Pages : 471 pages
Book Rating : 4.0/5 (34 download)

DOWNLOAD NOW!

Book Synopsis Leveraging Data Science for Global Health by : Leo Anthony Celi

Download or read book Leveraging Data Science for Global Health written by Leo Anthony Celi and published by Springer Nature. This book was released on 2020-07-31 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.

Concepts of Epidemiology

Author : Raj S. Bhopal
Publisher : Oxford University Press
ISBN 13 : 0198739680
Total Pages : 481 pages
Book Rating : 4.1/5 (987 download)

DOWNLOAD NOW!

Book Synopsis Concepts of Epidemiology by : Raj S. Bhopal

Download or read book Concepts of Epidemiology written by Raj S. Bhopal and published by Oxford University Press. This book was released on 2016 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: First edition published in 2002. Second edition published in 2008.

The Future of the Public's Health in the 21st Century

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309133181
Total Pages : 536 pages
Book Rating : 4.3/5 (91 download)

DOWNLOAD NOW!

Book Synopsis The Future of the Public's Health in the 21st Century by : Institute of Medicine

Download or read book The Future of the Public's Health in the 21st Century written by Institute of Medicine and published by National Academies Press. This book was released on 2003-02-01 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: The anthrax incidents following the 9/11 terrorist attacks put the spotlight on the nation's public health agencies, placing it under an unprecedented scrutiny that added new dimensions to the complex issues considered in this report. The Future of the Public's Health in the 21st Century reaffirms the vision of Healthy People 2010, and outlines a systems approach to assuring the nation's health in practice, research, and policy. This approach focuses on joining the unique resources and perspectives of diverse sectors and entities and challenges these groups to work in a concerted, strategic way to promote and protect the public's health. Focusing on diverse partnerships as the framework for public health, the book discusses: The need for a shift from an individual to a population-based approach in practice, research, policy, and community engagement. The status of the governmental public health infrastructure and what needs to be improved, including its interface with the health care delivery system. The roles nongovernment actors, such as academia, business, local communities and the media can play in creating a healthy nation. Providing an accessible analysis, this book will be important to public health policy-makers and practitioners, business and community leaders, health advocates, educators and journalists.

Making Data Talk

Author : David E. Nelson (M.D.)
Publisher :
ISBN 13 : 019538153X
Total Pages : 340 pages
Book Rating : 4.1/5 (953 download)

DOWNLOAD NOW!

Book Synopsis Making Data Talk by : David E. Nelson (M.D.)

Download or read book Making Data Talk written by David E. Nelson (M.D.) and published by . This book was released on 2009 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The demand for health information continues to increase, but the ability of health professionals to provide it clearly remains variable. The aim of this book is (1) to summarize and synthesize research on the selection and presentation of data pertinent to public health, and (2) to provide practical suggestions, based on this research summary and synthesis, on how scientists and other public health practitioners can better communicate data to the public, policy makers, and the press in typical real-world situations. Because communication is complex and no one approach works for all audiences, the authors emphasize how to communicate data "better" (and in some instances, contrast this with how to communicate data "worse"), rather than attempting a cookbook approach. The book contains a wealth of case studies and other examples to illustrate major points, and actual situations whenever possible. Key principles and recommendations are summarized at the end of each chapter. This book will stimulate interest among public health practitioners, scholars, and students to more seriously consider ways they can understand and improve communication about data and other types of scientific information with the public, policy makers, and the press. Improved data communication will increase the chances that evidence-based scientific findings can play a greater role in improving the public's health.

Evidence for Population Health

Author : Richard F. Heller
Publisher :
ISBN 13 : 9780198529743
Total Pages : 142 pages
Book Rating : 4.5/5 (297 download)

DOWNLOAD NOW!

Book Synopsis Evidence for Population Health by : Richard F. Heller

Download or read book Evidence for Population Health written by Richard F. Heller and published by . This book was released on 2005 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evidence based medicine has had a major impact on clinical practice. There is an urgent need for the Public Health community to further develop its own evidence base as many interventions are introduced, unchallenged with no hope of evaluation as the tools for this do not exist. This well structured text aims to provide the tools to achieve this aim. Mindful of the varying needs of students, practitioners and policy makers, the author highlights key take home messages for each and provides practical methods, and their theoretical basis, for applying evidence to the field of Public Health. Some of the methods are well established, others are newly developed by the author and colleagues. The book is aimed at all health students and practitioners, at whatever level, with the hope that the reader will apply these methods to their thinking, research and practice.

Cause and Explanation in Ancient Greek Thought

Author : R. J. Hankinson
Publisher : Oxford University Press
ISBN 13 : 0199246564
Total Pages : 516 pages
Book Rating : 4.1/5 (992 download)

DOWNLOAD NOW!

Book Synopsis Cause and Explanation in Ancient Greek Thought by : R. J. Hankinson

Download or read book Cause and Explanation in Ancient Greek Thought written by R. J. Hankinson and published by Oxford University Press. This book was released on 2001 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: R. J. Hankinson traces the history of ancient Greek thinking about causation and explanation, from its earliest beginnings through more than a thousand years to the middle of the first millennium of the Christian era. He examines ways in which the Ancient Greeks dealt with questions about how and why things happen as and when they do, about the basic constitution and structure of things, about function and purpose, laws of nature, chance, coincidence, and responsibility.

Health Informatics: Practical Guide for Healthcare and Information Technology Professionals (Sixth Edition)

Author : Robert E. Hoyt
Publisher : Lulu.com
ISBN 13 : 1304791106
Total Pages : 535 pages
Book Rating : 4.3/5 (47 download)

DOWNLOAD NOW!

Book Synopsis Health Informatics: Practical Guide for Healthcare and Information Technology Professionals (Sixth Edition) by : Robert E. Hoyt

Download or read book Health Informatics: Practical Guide for Healthcare and Information Technology Professionals (Sixth Edition) written by Robert E. Hoyt and published by Lulu.com. This book was released on 2014 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health Informatics (HI) focuses on the application of Information Technology (IT) to the field of medicine to improve individual and population healthcare delivery, education and research. This extensively updated fifth edition reflects the current knowledge in Health Informatics and provides learning objectives, key points, case studies and references.

Clinical Informatics Study Guide

Author : John T. Finnell
Publisher : Springer
ISBN 13 : 331922753X
Total Pages : 544 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!

Book Synopsis Clinical Informatics Study Guide by : John T. Finnell

Download or read book Clinical Informatics Study Guide written by John T. Finnell and published by Springer. This book was released on 2015-11-09 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: This books provides content that arms clinicians with the core knowledge and competencies necessary to be effective informatics leaders in health care organizations. The content is drawn from the areas recognized by the American Council on Graduate Medical Education (ACGME) as necessary to prepare physicians to become Board Certified in Clinical Informatics. Clinical informaticians transform health care by analyzing, designing, selecting, implementing, managing, and evaluating information and communication technologies (ICT) that enhance individual and population health outcomes, improve patient care processes, and strengthen the clinician-patient relationship. As the specialty grows, the content in this book covers areas useful to nurses, pharmacists, and information science graduate students in clinical/health informatics programs. These core competencies for clinical informatics are needed by all those who lead and manage ICT in health organizations, and there are likely to be future professional certifications that require the content in this text.

Etiological Explanations

Author : Olaf Dammann
Publisher : CRC Press
ISBN 13 : 0429532873
Total Pages : 279 pages
Book Rating : 4.4/5 (295 download)

DOWNLOAD NOW!

Book Synopsis Etiological Explanations by : Olaf Dammann

Download or read book Etiological Explanations written by Olaf Dammann and published by CRC Press. This book was released on 2020-05-26 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Theory of illness causation is an important issue in all biomedical sciences, and solid etiological explanations are needed in order to develop therapeutic approaches in medicine and preventive interventions in public health. Until now, the literature about the theoretical underpinnings of illness causation research has been scarce and fragmented, and lacking a convenient summary. This interdisciplinary book provides a convenient and accessible distillation of the current status of research into this developing field, and adds a personal flavor to the discussion by proposing the etiological stance as a comprehensive approach to identify modifiable causes of illness. Key Features • Provides a synthesis of the epidemiological and philosophical concepts in this growing research area • Gives an accessible overview of current methods in biomedical causal metaphysics ̶ what is a cause of illness? ̶ and epistemology ̶ how do we identify it? • Proposes a novel approach that integrates modern epidemiological methodology and recent theories from philosophy of science Written for postgraduate students and researchers in the health and biomedical sciences, including those undertaking courses in the philosophy of medicine/science, public and global health, introduction to epidemiology, research methods, and advanced reasoning, the content will also be of interest to practicing public health workers, biomedical scientists, and physicians. ABOUT THE AUTHOR Olaf Dammann is Professor and Vice Chair of Public Health and Community Medicine at Tufts University School of Medicine, Boston, Massachusetts, USA; as well as a Professor in the Department of Gynecology and Obstetrics at Hannover Medical School, Hannover, Germany. Cover image: Mask used by "Eskimo" shaman in causation of illness. Credit: Wellcome Collection. CC BY https://creativecommons.org/licenses/by/4.0

Information Discovery on Electronic Health Records

Author : Vagelis Hristidis
Publisher : CRC Press
ISBN 13 : 1420090410
Total Pages : 334 pages
Book Rating : 4.4/5 (2 download)

DOWNLOAD NOW!

Book Synopsis Information Discovery on Electronic Health Records by : Vagelis Hristidis

Download or read book Information Discovery on Electronic Health Records written by Vagelis Hristidis and published by CRC Press. This book was released on 2009-12-10 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploiting the rich information found in electronic health records (EHRs) can facilitate better medical research and improve the quality of medical practice. Until now, a trivial amount of research has been published on the challenges of leveraging this information. Addressing these challenges, Information Discovery on Electronic Health Records exp