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Causation in Population Health Informatics and Data Science

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Release : 2018-10-29
Genre : Medical
Kind : eBook
Book Rating : 074/5 ( reviews)

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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. This book was released on 2018-10-29. 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

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Author :
Release : 2019
Genre : Data mining
Kind : eBook
Book Rating : 082/5 ( reviews)

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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. This book was released on 2019. 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

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Release : 2020-08-28
Genre : Medical
Kind : eBook
Book Rating : 631/5 ( reviews)

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Book Synopsis Explaining Health Across the Sciences by : Jonathan Sholl

Download or read book Explaining Health Across the Sciences written by Jonathan Sholl. This book was released on 2020-08-28. 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.

Public Health Informatics and Information Systems

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Release : 2013-11-29
Genre : Medical
Kind : eBook
Book Rating : 373/5 ( reviews)

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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. This book was released on 2013-11-29. 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.

The Routledge Handbook of the Philosophy of Evidence

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Release : 2023-12-19
Genre : Philosophy
Kind : eBook
Book Rating : 901/5 ( reviews)

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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. This book was released on 2023-12-19. 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.

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