Health Information Exchange

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Health Information Exchange

Author : Brian Dixon
Publisher : Academic Press
ISBN 13 : 0323908039
Total Pages : 733 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Health Information Exchange by : Brian Dixon

Download or read book Health Information Exchange written by Brian Dixon and published by Academic Press. This book was released on 2022-11-13 with total page 733 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health Information Exchange: Navigating and Managing a Network of Health Information Systems, Second Edition, now fully updated, is a practical guide on how to understand, manage and make use of a health information exchange infrastructure, which moves patient-centered information within the health care system. The book informs and guides the development of new infrastructures as well as the management of existing and expanding infrastructures across the globe. Sections explore the reasons for the health information exchange (HIE) infrastructures, how to manage them, examines the key drivers of HIE, and barriers to their widespread use. In addition, the book explains the underlying technologies and methods for conducting HIE across communities as well as nations. Finally, the book explains the principles of governing an organization that chiefly moves protected health information around. The text unravels the complexities of HIE and provides guidance for those who need to access HIE data and support operations. Encompasses comprehensive knowledge on the technology and governance of health information exchanges (HIEs) Presents business school style case studies that explore why a given HIE has or hasn't been successful Discusses the kinds of data and practical examples of the infrastructure required to exchange clinical data to support modern medicine in a world of disparate EHR systems

Health Information Exchange

Author : Brian Dixon
Publisher : Elsevier
ISBN 13 : 0323908020
Total Pages : 732 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Health Information Exchange by : Brian Dixon

Download or read book Health Information Exchange written by Brian Dixon and published by Elsevier. This book was released on 2022-11-15 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health Information Exchange: Navigating and Managing a Network of Health Information Systems, now in fully updated second edition, is a practical guide to understand how to manage and make use of a health information exchange infrastructure, which moves patient-centered information within the health care system. The book informs and guides the development of new infrastructures as well as the management of existing and expanding infrastructures across the globe. Whether due to new policies or incentive programs, health care organizations have a need to electronically exchange data and information about patients. However, patient data is scattered across a myriad of electronic health record (EHR) systems, most of which cannot interoperate. This book explores the reasons for the health information exchange (HIE) infrastructures and how to manage them. It examines the key drivers of HIE as well as barriers to their widespread use. It further explains the underlying technologies and methods for conducting HIE across communities as well as nations. In addition, the book explains the principles of governing an organization that chiefly moves protected health information around. The text unravels the complexities of HIE and provides guidance for those who need to access HIE data as well as support HIE operations.

Registries for Evaluating Patient Outcomes

Author : Agency for Healthcare Research and Quality/AHRQ
Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 396 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.

Public Health Informatics and Information Systems

Author : J.A. Magnuson
Publisher : Springer Science & Business Media
ISBN 13 : 1447142373
Total Pages : 666 pages
Book Rating : 4.4/5 (471 download)

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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 and published by Springer Science & Business Media. This book was released on 2013-11-29 with total page 666 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.

Healthcare Interoperability Standards Compliance Handbook

Author : Frank Oemig
Publisher : Springer
ISBN 13 : 3319448390
Total Pages : 662 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Healthcare Interoperability Standards Compliance Handbook by : Frank Oemig

Download or read book Healthcare Interoperability Standards Compliance Handbook written by Frank Oemig and published by Springer. This book was released on 2016-12-18 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the development and use of interoperability standards related to healthcare information technology (HIT) and provides in-depth discussion of the associated essential aspects. The book explains the principles of conformance, examining how to improve the content of healthcare data exchange standards (including HL7 v2.x, V3/CDA, FHIR, CTS2, DICOM, EDIFACT, and ebXML), the rigor of conformance testing, and the interoperability capabilities of healthcare applications for the benefit of healthcare professionals who use HIT, developers of HIT applications, and healthcare consumers who aspire to be recipients of safe and effective health services facilitated through meaningful use of well-designed HIT. Readers will understand the common terms interoperability, conformance, compliance and compatibility, and be prepared to design and implement their own complex interoperable healthcare information system. Chapters address the practical aspects of the subject matter to enable application of previously theoretical concepts. The book provides real-world, concrete examples to explain how to apply the information, and includes many diagrams to illustrate relationships of entities and concepts described in the text. Designed for professionals and practitioners, this book is appropriate for implementers and developers of HIT, technical staff of information technology vendors participating in the development of standards and profiling initiatives, informatics professionals who design conformance testing tools, staff of information technology departments in healthcare institutions, and experts involved in standards development. Healthcare providers and leadership of provider organizations seeking a better understanding of conformance, interoperability, and IT certification processes will benefit from this book, as will students studying healthcare information technology.

Health Informatics on FHIR: How HL7's New API is Transforming Healthcare

Author : Mark L. Braunstein
Publisher : Springer
ISBN 13 : 3319934147
Total Pages : 314 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Health Informatics on FHIR: How HL7's New API is Transforming Healthcare by : Mark L. Braunstein

Download or read book Health Informatics on FHIR: How HL7's New API is Transforming Healthcare written by Mark L. Braunstein and published by Springer. This book was released on 2018-07-26 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook begins with an introduction to the US healthcare delivery system, its many systemic challenges and the prior efforts to develop and deploy informatics tools to help overcome those problems. It goes on to discuss health informatics from an historical perspective, its current state and its likely future state now that electronic health record systems are widely deployed, the HL7 Fast Healthcare Interoperability standard is being rapidly accepted as the means to access the data stored in those systems and analytics is increasing being used to gain new knowledge from that aggregated clinical data. It then turns to some of the important and evolving areas of informatics including population and public health, mHealth and big data and analytics. Use cases and case studies are used in all of these discussions to help readers connect the technologies to real world challenges. Effective use of informatics systems and tools by providers and their patients is key to improving the quality, safety and cost of healthcare. With health records now digital, no effective means has existed for sharing them with patients, among the multiple providers who may care for them and for important secondary uses such as public/population health and research. This problem is a topic of congressional discussion and is addressed by the 21st Century Cures Act of 2016 that mandates that electronic health record (EHR) systems offer a patient-facing API. HL7’s Fast Healthcare Interoperability Resources (FHIR) is that API and this is the first comprehensive treatment of the technology and the many ways it is already being used. FHIR is based on web technologies and is thus a far more facile, easy to implement approach that is rapidly gaining acceptance. It is also the basis for a ‘universal health app platform’ that literally has the potential to foster innovation around the data in patient records similar to the app ecosystems smartphones created around the data they store. FHIR app stores have already been opened by Epic and Cerner, the two largest enterprise EHR vendors. Provider facing apps are already being explored to improve EHR usability and support personalized medicine. Medicare and the Veteran’s Administration have announced FHIR app platforms for their patients. Apple’s new IOS 11.3 features the ability for consumers to aggregate their health records on their iPhone using FHIR. Health insurance companies are exploring applications of FHIR to improve service and communication with their providers and patients. SureScripts, the national e-Prescribing network, is using FHIR to help doctors know if their patients are complying with prescriptions. This textbook is for introductory health informatics courses for computer science and health sciences students (e.g. doctors, nurses, PhDs), the current health informatics community, IT professionals interested in learning about the field and practicing healthcare providers. Though this textbook covers an important new technology, it is accessible to non-technical readers including healthcare providers, their patients or anyone interested in the use of healthcare data for improved care, public/population health or research.

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)

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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.

Key Capabilities of an Electronic Health Record System

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309185432
Total Pages : 36 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Key Capabilities of an Electronic Health Record System by : Institute of Medicine

Download or read book Key Capabilities of an Electronic Health Record System written by Institute of Medicine and published by National Academies Press. This book was released on 2003-07-31 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Commissioned by the Department of Health and Human Services, Key Capabilities of an Electronic Health Record System provides guidance on the most significant care delivery-related capabilities of electronic health record (EHR) systems. There is a great deal of interest in both the public and private sectors in encouraging all health care providers to migrate from paper-based health records to a system that stores health information electronically and employs computer-aided decision support systems. In part, this interest is due to a growing recognition that a stronger information technology infrastructure is integral to addressing national concerns such as the need to improve the safety and the quality of health care, rising health care costs, and matters of homeland security related to the health sector. Key Capabilities of an Electronic Health Record System provides a set of basic functionalities that an EHR system must employ to promote patient safety, including detailed patient data (e.g., diagnoses, allergies, laboratory results), as well as decision-support capabilities (e.g., the ability to alert providers to potential drug-drug interactions). The book examines care delivery functions, such as database management and the use of health care data standards to better advance the safety, quality, and efficiency of health care in the United States.

Telemedicine, Telehealth and Telepresence

Author : Rifat Latifi
Publisher : Springer Nature
ISBN 13 : 3030569179
Total Pages : 493 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Telemedicine, Telehealth and Telepresence by : Rifat Latifi

Download or read book Telemedicine, Telehealth and Telepresence written by Rifat Latifi and published by Springer Nature. This book was released on 2020-11-24 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Telemedicine and telehealth have consistently been shown to be effective for remote areas or limited-resource locations, regular medical and surgical practice, primary care, second opinion, extreme conditions, major crises, and disaster management. The aim of this book is to bring all aspects of telemedicine and e-health to the reader, in a simple, make-sense approach, in one tome. The book is structured in four parts with 29 chapters written by the best experts in the field from around the world, including clinicians, scientists, and administrators of telemedicine programs. Part I deals with basic principles of telemedicine and telepresence. Historical journeys of telemedicine and strategies, building sustainable telemedicine and telehealth programs in the United States and in the Balkans, as well as incorporation of telemedicine in the current ongoing pandemic COVID-19 are well described and are must read. Current technological developments, rules and regulations, legal and business aspects and consent are also addressed. Part II describes strategies for building sustainable telemedicine and telehealth programs. Telehealth patient portals and public-private partnership modes of technology, as well the role of international telemedicine and how to make it work, are valuable chapters of great significance. Part III describes outcomes-based evidence clinical applications of telemedicine in trauma, burns, intensive care, pediatric care, psychiatry, and stroke. Finally, one important chapter for the readers is the telemedicine for prison and jail population. The final part, Part IV depicts surgical telementoring and teleproctoring, a chapter written by 18 various surgical experts, a true gem for the readers. The book ends with promises and hurdles of telemedicine in austere conditions. Telemedicine, Telehealth and Telepresence serves as a valuable resource that focuses on providing patients care from a distance using store and forward technology to live actual performance of operations at a distance.Chapters 1, 6, 12 and 17 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Principles of Health Interoperability

Author : Tim Benson
Publisher : Springer
ISBN 13 : 3319303708
Total Pages : 461 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Principles of Health Interoperability by : Tim Benson

Download or read book Principles of Health Interoperability written by Tim Benson and published by Springer. This book was released on 2016-06-22 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to health interoperability and the main standards used. Health interoperability delivers health information where and when it is needed. Everybody stands to gain from safer more soundly based decisions and less duplication, delays, waste and errors. The third edition of Principles of Health Interoperability includes a new part on FHIR (Fast Health Interoperability Resources), the most important new health interoperability standard for a generation. FHIR combines the best features of HL7’s v2, v3 and CDA while leveraging the latest web standards and a tight focus on implementability. FHIR can be implemented at a fraction of the price of existing alternatives and is well suited for use in mobile phone apps, cloud communications and EHRs. The book is organised into four parts. The first part covers the principles of health interoperability, why it matters, why it is hard and why models are an important part of the solution. The second part covers clinical terminology and SNOMED CT. The third part covers the main HL7 standards: v2, v3, CDA and IHE XDS. The new fourth part covers FHIR and has been contributed by Grahame Grieve, the original FHIR chief.

Transforming Businesses With Bitcoin Mining and Blockchain Applications

Author : Rajput, Dharmendra Singh
Publisher : IGI Global
ISBN 13 : 1799801888
Total Pages : 282 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Transforming Businesses With Bitcoin Mining and Blockchain Applications by : Rajput, Dharmendra Singh

Download or read book Transforming Businesses With Bitcoin Mining and Blockchain Applications written by Rajput, Dharmendra Singh and published by IGI Global. This book was released on 2019-09-27 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The success of many companies through the assistance of bitcoin proves that technology continually dominates and transforms how economics operate. However, a deeper, more conceptual understanding of how these technologies work to identify innovation opportunities and how to successfully thrive in an increasingly competitive environment is needed for the entrepreneurs of tomorrow. Transforming Businesses With Bitcoin Mining and Blockchain Applications provides innovative insights into IT infrastructure and emerging trends in the realm of digital business technologies. This publication analyzes and extracts information from Bitcoin networks and provides the necessary steps to designing open blockchain. Highlighting topics that include financial markets, risk management, and smart technologies, the research contained within the title is ideal for entrepreneurs, business professionals, managers, executives, academicians, researchers, and business students.

Global Health Informatics

Author : Heimar Marin
Publisher : Academic Press
ISBN 13 : 0128046171
Total Pages : 317 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Global Health Informatics by : Heimar Marin

Download or read book Global Health Informatics written by Heimar Marin and published by Academic Press. This book was released on 2016-12-08 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global Health Informatics: How Information Technology Can Change Our Lives in a Globalized World discusses the critical role of information and communication technologies in health practice, health systems management and research in increasingly interconnected societies. In a global interconnected world the old standalone institutional information systems have proved to be inadequate for patient-centered care provided by multiple providers, for the early detection and response to emerging and re-emerging diseases, and to guide population-oriented public health interventions. The book reviews pertinent aspects and successful current experiences related to standards for health information systems; digital systems as a support for decision making, diagnosis and therapy; professional and client education and training; health systems operation; and intergovernmental collaboration. Discusses how standalone systems can compromise health care in globalized world Provides information on how information and communication technologies (ICT) can support diagnose, treatment, and prevention of emerging and re-emerging diseases Presents case studies about integrated information and how and why to share data can facilitate governance and strategies to improve life conditions

Clinical Decision Support

Author : Robert Greenes
Publisher : Academic Press
ISBN 13 : 0128005424
Total Pages : 929 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Clinical Decision Support by : Robert Greenes

Download or read book Clinical Decision Support written by Robert Greenes and published by Academic Press. This book was released on 2014-03-26 with total page 929 pages. Available in PDF, EPUB and Kindle. Book excerpt: With at least 40% new or updated content since the last edition, Clinical Decision Support, 2nd Edition explores the crucial new motivating factors poised to accelerate Clinical Decision Support (CDS) adoption. This book is mostly focused on the US perspective because of initiatives driving EHR adoption, the articulation of 'meaningful use', and new policy attention in process including the Office of the National Coordinator for Health Information Technology (ONC) and the Center for Medicare and Medicaid Services (CMS). A few chapters focus on the broader international perspective. Clinical Decision Support, 2nd Edition explores the technology, sources of knowledge, evolution of successful forms of CDS, and organizational and policy perspectives surrounding CDS. Exploring a roadmap for CDS, with all its efficacy benefits including reduced errors, improved quality, and cost savings, as well as the still substantial roadblocks needed to be overcome by policy-makers, clinicians, and clinical informatics experts, the field is poised anew on the brink of broad adoption. Clinical Decision Support, 2nd Edition provides an updated and pragmatic view of the methodological processes and implementation considerations. This book also considers advanced technologies and architectures, standards, and cooperative activities needed on a societal basis for truly large-scale adoption. At least 40% updated, and seven new chapters since the previous edition, with the new and revised content focused on new opportunities and challenges for clinical decision support at point of care, given changes in science, technology, regulatory policy, and healthcare finance Informs healthcare leaders and planners, health IT system developers, healthcare IT organization leaders and staff, clinical informatics professionals and researchers, and clinicians with an interest in the role of technology in shaping healthcare of the future

The Strategic Application of Information Technology in Health Care Organizations

Author : John P. Glaser
Publisher : John Wiley & Sons
ISBN 13 : 0787962821
Total Pages : 233 pages
Book Rating : 4.7/5 (879 download)

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Book Synopsis The Strategic Application of Information Technology in Health Care Organizations by : John P. Glaser

Download or read book The Strategic Application of Information Technology in Health Care Organizations written by John P. Glaser and published by John Wiley & Sons. This book was released on 2004-03-01 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly revised and updated second edition of The Strategic Application of Information Technology in Health Care Organizations offers health care executives and managers a balanced analysis of health care information systems. Written by John Glaser-a renowned expert in the field of health care information technology-this important resource shows health care professionals how to use IT to reduce costs, respond to the demands of managed care, develop a continuum of care, and manage and improve the quality of service to patients, payers, and physicians.

The Impacts of the Affordable Care Act on Preparedness Resources and Programs

Author : Institute of Medicine
Publisher :
ISBN 13 : 9780309303606
Total Pages : 0 pages
Book Rating : 4.3/5 (36 download)

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Book Synopsis The Impacts of the Affordable Care Act on Preparedness Resources and Programs by : Institute of Medicine

Download or read book The Impacts of the Affordable Care Act on Preparedness Resources and Programs written by Institute of Medicine and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many of the elements of the Affordable Care Act (ACA) went into effect in 2014, and with the establishment of many new rules and regulations, there will continue to be significant changes to the United States health care system. It is not clear what impact these changes will have on medical and public health preparedness programs around the country. Although there has been tremendous progress since 2005 and Hurricane Katrina, there is still a long way to go to ensure the health security of the Country. There is a commonly held notion that preparedness is separate and distinct from everyday operations, and that it only affects emergency departments. But time and time again, catastrophic events challenge the entire health care system, from acute care and emergency medical services down to the public health and community clinic level, and the lack of preparedness of one part of the system places preventable stress on other components. The implementation of the ACA provides the opportunity to consider how to incorporate preparedness into all aspects of the health care system. The Impacts of the Affordable Care Act on Preparedness Resources and Programs is the summary of a workshop convened by the Institute of Medicine's Forum on Medical and Public Health Preparedness for Catastrophic Events in November 2013 to discuss how changes to the health system as a result of the ACA might impact medical and public health preparedness programs across the nation. This report discusses challenges and benefits of the Affordable Care Act to disaster preparedness and response efforts around the country and considers how changes to payment and reimbursement models will present opportunities and challenges to strengthen disaster preparedness and response capacities.

Global Diffusion of EHealth: Making Universal Health Coverage Achievable

Author : World Health Organization
Publisher : World Health Organization
ISBN 13 : 9241511788
Total Pages : 160 pages
Book Rating : 4.2/5 (415 download)

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Book Synopsis Global Diffusion of EHealth: Making Universal Health Coverage Achievable by : World Health Organization

Download or read book Global Diffusion of EHealth: Making Universal Health Coverage Achievable written by World Health Organization and published by World Health Organization. This book was released on 2017-03-27 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This third global survey of the WHO Global Observatory for eHealth (GOe) investigated how eHealth can support universal health coverage(UHC) in Member States. A total of 125 countries participated in the survey ? a clear reflection of the growing interest in this area. The report considers eHealth foundations built through policy development funding approaches and capacity building in eHealth through the training of students and professionals. It then observes specific eHealth applications such as mHealth telehealth electronic health records systems and eLearning and how these contribute to the goals of UHC. Of interest is the extent to which legal frameworks protect patient privacy in EHRs as health care systems move towards to delivering safer more efficient and more accessible health care. Finally the rapidly emerging areas of social media for health care as well as big data for research and planning are reported.

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)

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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.