Leveraging Data Science for Global Health

Leveraging Data Science for Global Health

Author: Leo Anthony Celi

Publisher: Springer Nature

Published: 2020-07-31

Total Pages: 471

ISBN-13: 3030479943

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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.


Context Sensitive Health Informatics: Sustainability in Dynamic Ecosystems

Context Sensitive Health Informatics: Sustainability in Dynamic Ecosystems

Author: R. Marcilly

Publisher: IOS Press

Published: 2019-08-16

Total Pages: 238

ISBN-13: 1643680056

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The digital transformation of healthcare delivery remains a work in progress, and contextual variation continues to be one of the barriers to the development of sustainable health information technology. Context-sensitive health informatics concerns health information technologies and their environments, which may be people such as patients, users, designers and evaluators, but also non-human constructs such as organizations, work practices, guidelines and protocols, or buildings and markets. This book presents papers from CSHI 2019, the international conference on Context Sensitive Health Informatics, held in Lille, France, on 23 and 24 August 2019. The subtitle of the conference was Sustainability in Dynamic Ecosystems, and the thirty papers included here are divided into six sections: understanding organizational contexts; towards sustainable EHR; different contexts for medication errors and patient safety; methods and models to study contexts for health information systems; citizens in health contexts; and designing and evaluating in contexts. Two keynote speeches from the conference are also included. With its focus on context sensitivity and sustainability in digital healthcare, the book will be of interest to all those working in the field of health informatics.


Health Information Technology in the International Context

Health Information Technology in the International Context

Author: Nir Menachemi

Publisher: Emerald Group Publishing

Published: 2012-06-06

Total Pages: 221

ISBN-13: 1780528590

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This book facilitates the exchange of management theory, best practice, implementation challenges, and the impact of adoption as it pertains to HIT adoption in one or more international settings. It presents a holistic viewpoint on HIT use in health care organizations and systems, and provides a managerial perspective from authors around the world.


Using Technology to Advance Global Health

Using Technology to Advance Global Health

Author: National Academies of Sciences, Engineering, and Medicine

Publisher: National Academies Press

Published: 2018-04-27

Total Pages: 97

ISBN-13: 0309464803

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To explore how the use of technology can facilitate progress toward globally recognized health priorities, the Forum on Publicâ€"Private Partnerships for Global Health and Safety organized a public workshop. Participants identified and explored the major challenges and opportunities for developing and implementing digital health strategies within the global, country, and local context, and framed the case for cross-sector and cross-industry collaboration, engagement, and investment in digital health strategies. This publication summarizes the presentations and discussions from the workshop.


Context Sensitive Health Informatics: The Role of Informatics in Global Pandemics

Context Sensitive Health Informatics: The Role of Informatics in Global Pandemics

Author: R. Marcilly

Publisher: IOS Press

Published: 2021-12-03

Total Pages: 122

ISBN-13: 1643682318

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The COVID-19 pandemic has disrupted many global industries, none more so than healthcare, and has necessitated the need for health informatics innovations that can bridge time and space to provide timely care. It has also emphasized the need for a system-level informatics infrastructure to support the healthcare management of populations at a macro level, while also providing the necessary support for front line care delivery at a micro level. However, the need for change at a fast pace does not remove the need for an evidence base to support health technologies. This raises fundamental questions about how the informatics tools required can be delivered at pace without compromising the quality and safety of such tools. This book presents papers from the biennial conference on Context Sensitive Health Informatics, CSHI 2021, held as a virtual event on 15 and 16 November 2021. The theme of the 2021 conference was: The Role of Informatics in Global Pandemics, and this book includes 18 papers on a variety of topics, divided into 4 sections: health information management in the COVID-19 context; implementation of new practices and technologies in healthcare; sociotechnical analysis of task performance and workload in healthcare; and innovations in design and evaluation methods of health technologies. The book provides an overview of innovative health information systems rooted in robust scientific research on context and health information technology, and will be of interest to all those working in the field of health informatics.


Healthcare Information Technology Innovation and Sustainability: Frontiers and Adoption

Healthcare Information Technology Innovation and Sustainability: Frontiers and Adoption

Author: Tan, Joseph

Publisher: IGI Global

Published: 2013-01-31

Total Pages: 344

ISBN-13: 1466627980

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Healthcare Information Technology Innovation and Sustainability: Frontiers and Adoption presents research in the emerging field on information systems and informatics in the healthcare industry. By addressing innovative concepts and critical issues through case studies and experimental research, this reference source is useful for practitioners, researchers and academics aiming to advance the knowledge and practice of these interdisciplinary fields of healthcare information.


Global Health Informatics

Global Health Informatics

Author: Leo Anthony G. Celi

Publisher: MIT Press

Published: 2017-04-21

Total Pages: 465

ISBN-13: 0262533200

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Key concepts, frameworks, examples, and lessons learned in designing and implementing health information and communication technology systems in the developing world. The widespread usage of mobile phones that bring computational power and data to our fingertips has enabled new models for tracking and battling disease. The developing world in particular has become a proving ground for innovation in eHealth (using communication and technology tools in healthcare) and mHealth (using the affordances of mobile technology in eHealth systems). In this book, experts from a variety of disciplines—among them computer science, medicine, public health, policy, and business—discuss key concepts, frameworks, examples, and lessons learned in designing and implementing digital health systems in the developing world. The contributors consider such topics as global health disparities and quality of care; aligning eHealth strategies with government policy; the role of monitoring and evaluation in improving care; databases, patient registries, and electronic health records; the lifecycle of a digital health system project; software project management; privacy and security; and evaluating health technology systems.


Health Information Systems

Health Information Systems

Author: Alfred Winter

Publisher: Springer Science & Business Media

Published: 2011-01-18

Total Pages: 368

ISBN-13: 1849964416

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Previously published as Strategic Information Management in Hospitals; An Introduction to Hospital Information Systems, Health Information Systems Architectures and Strategies is a definitive volume written by four authoritative voices in medical informatics. Illustrating the importance of hospital information management in delivering high quality health care at the lowest possible cost, this book provides the essential resources needed by the medical informatics specialist to understand and successfully manage the complex nature of hospital information systems. Author of the first edition's Foreword, Reed M. Gardner, PhD, Professor and Chair, Department of Medical Informatics, University of Utah and LDS Hospital, Salt Lake City, Utah, applauded the text's focus on the underlying administrative systems that are in place in hospitals throughout the world. He wrote, "These challenging systems that acquire, process and manage the patient's clinical information. Hospital information systems provide a major part of the information needed by those paying for health care." their components; health information systems; architectures of hospital information systems; and organizational structures for information management.


Research Anthology on Telemedicine Efficacy, Adoption, and Impact on Healthcare Delivery

Research Anthology on Telemedicine Efficacy, Adoption, and Impact on Healthcare Delivery

Author: Management Association, Information Resources

Publisher: IGI Global

Published: 2021-01-15

Total Pages: 689

ISBN-13: 1799881075

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Telemedicine, which involves electronic communications and software, provides the same clinical services to patients without the requirement of an in-person visit. Essentially, this is considered remote healthcare. Though telemedicine is not a new practice, it has become an increasingly popular form of healthcare delivery due to current events, including the COVID-19 pandemic. Not only are visits being moved onto virtual platforms, but additional materials and correspondence can remain in the digital sphere. Virtual lab results, digital imaging, medical diagnosis, and video consultations are just a few examples that encompass how telemedicine can be used for increased accessibility in healthcare delivery. With telemedicine being used in both the diagnosis and treatment of patients, technology in healthcare can be implemented at almost any phase of the patient experience. As healthcare delivery follows the digital shift, it is important to understand the technologies, benefits and challenges, and overall impacts of the remote healthcare experience. The Research Anthology on Telemedicine Efficacy, Adoption, and Impact on Healthcare Delivery presents the latest research on best practices for adopting telehealth into medical practices and its efficacy and solutions for the improvement of telemedicine, as well as addresses emerging challenges and opportunities, including issues such as securing patient data and providing healthcare accessibility to rural populations. Covering important themes that include doctor-patient relationships, tele-wound monitoring, and telemedicine regulations, this book is essential for healthcare professionals, doctors, medical students, academic and medical libraries, medical technologists, practitioners, stakeholders, researchers, academicians, and students interested in the emerging technological developments and solutions within the field of telemedicine.


Internet of Things (IoT) for Automated and Smart Applications

Internet of Things (IoT) for Automated and Smart Applications

Author: Yasser Ismail

Publisher: BoD – Books on Demand

Published: 2019-11-27

Total Pages: 154

ISBN-13: 1789840953

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Internet of Things (IoT) is a recent technology paradigm that creates a global network of machines and devices that are capable of communicating with each other. Security cameras, sensors, vehicles, buildings, and software are examples of devices that can exchange data between each other. IoT is recognized as one of the most important areas of future technologies and is gaining vast recognition in a wide range of applications and fields related to smart homes and cities, military, education, hospitals, homeland security systems, transportation and autonomous connected cars, agriculture, intelligent shopping systems, and other modern technologies. This book explores the most important IoT automated and smart applications to help the reader understand the principle of using IoT in such applications.