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Big Data and Health Analytics (Hardcover)
Loot Price: R2,931
Discovery Miles 29 310
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Big Data and Health Analytics (Hardcover)
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Data availability is surpassing existing paradigms for governing,
managing, analyzing, and interpreting health data. Big Data and
Health Analytics provides frameworks, use cases, and examples that
illustrate the role of big data and analytics in modern health
care, including how public health information can inform health
delivery. Written for health care professionals and executives,
this is not a technical book on the use of statistics and
machine-learning algorithms for extracting knowledge out of data,
nor a book on the intricacies of database design. Instead, this
book presents the current thinking of academic and industry
researchers and leaders from around the world. Using non-technical
language, this book is accessible to health care professionals who
might not have an IT and analytics background. It includes case
studies that illustrate the business processes underlying the use
of big data and health analytics to improve health care delivery.
Highlighting lessons learned from the case studies, the book
supplies readers with the foundation required for further
specialized study in health analytics and data management. Coverage
includes community health information, information visualization
which offers interactive environments and analytic processes that
support exploration of EHR data, the governance structure required
to enable data analytics and use, federal regulations and the
constraints they place on analytics, and information security.
Links to websites, videos, articles, and other online content that
expand and support the primary learning objectives for each major
section of the book are also included to help you develop the
skills you will need to achieve quality improvements in health care
delivery through the effective use of data and analytics.
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