This book provides a comprehensive explanation of precision (i.e., personalized) healthcare and explores how it can be advanced through artificial intelligence (AI) and other data-driven technologies.From improving the diagnosis, treatment, and monitoring of many medical conditions to the effective implementation of precise patient care, this book will help you understand datasets produced from digital health technologies and IoT and teach you how to employ analytical methods such ...

This updated second edition offers a guided tour of machine learning algorithms and architecture design. It provides real-world applications of intelligent systems in healthcare and covers the challenges of managing big data.The book has been updated with the latest research in massive data, machine learning, and AI ethics. It covers new topics in managing the complexities of massive data, and provides examples of complex machine learning models. Updated case studies from global he...

Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.You’ll discover the ethical implications of healthcare data analytics and the future of AI in population and patient health optimization. You’ll also create a machine learning model, evaluate performance and operationaliz...

This is the first book to provide a comprehensive overview of the social and technological context from which eHealth applications have arisen, the psychological principles on which they are based, and the key development and evaluation issues relevant to their successful intervention.Integrating how eHealth applications can be used for both mental and physical health issues, it presents a complete guide to what eHealth means in theory, as well as how it can be used in practice. In...

The definitive work in D&I research -- now completely updated and expanded The application of scientific research to the creation of evidence-based policies is a science unto itself -- and one that is never easy. Dissemination and implementation research (D&I) is the study of how scientific advances can be implemented into everyday life, and understanding how it works has never been more important for students and professionals across the scientific, academic, and governm...

This open access book presents the rise of technology-enabled methods and tools for objective, quantitative assessment of Quality of Life (QoL), while following the WHOQOL model. It is an in-depth resource describing and examining state-of-the-art, minimally obtrusive, ubiquitous technologies. Highlighting the required factors for adoption and scaling of technology-enabled methods and tools for QoL assessment, it also describes how these technologies can be leveraged for behavior change, d...

The Research Handbook for Health Care Professionals is the essential guide to the entire research process for students and practitioners alike. From conceiving an idea for a project to writing up the findings for publication, the book offers an overview of each stage plus hints and tips, recommendations for further reading and examples spanning a wide range of health professions.The book comprises three sections: Getting Started, Doing Your Research and

This open access volume focuses on the development of a P5 eHealth, or better, a methodological resource for developing the health technologies of the future, based on patients’ personal characteristics and needs as the fundamental guidelines for design. It provides practical guidelines and evidence based examples on how to design, implement, use and elevate new technologies for healthcare to support the management of incurable, chronic conditions. The volume further discusses the critical...

Over the past decade health care systems around the world have placed increasing importance on the relationship between patient choice and clinical decision-making. In the years since the publication of the second edition of Shared Decision Making in Health Care, there have been significant new developments in the field, most notably in the US where 'Obamacare' puts shared decision making (SDM) at the centre of the 2009 Affordable Care Act. This new edition explores shared decisio...

The only current book on the topic, Telepsychiatry and Health Technologies: A Guide for Mental Health Professionals is a practical, comprehensive, and evidence-based guide to patient-centered clinical care delivered in whole or in part by technological devices and applications. Not a technology-centered "health informatics" book, but rather one that describes basic technological concerns and emphasizes clinical issues and workflows, it is designed for psychiatrists, psychologists, and othe...

Note to Readers: Publisher does not guarantee quality or access to any included digital components if book is purchased through a third-party seller.Research Methods for Public Health provides foundational knowledge and practical guidance for all steps in the research process using public health examples and real-world applications to reinforce all concepts. It covers everything students need to have a firm basis on how to design public health research, ho...

eHealth Applications: Promising Strategies for Behavior Change provides an overview of technological applications in contemporary health communication research, exploring the history and current uses of eHealth applications in disease prevention and management. This volume focuses on the use of these technology-based interventions for public health promotion and explores the rapid growth of an innovative interdisciplinary field.The chapters in this work discuss key eHealth...