|
Showing 1 - 2 of
2 matches in All Departments
Practical Data Analytics for Innovation in Medicine: Building Real
Predictive and Prescriptive Models in Personalized Healthcare and
Medical Research Using AI, ML, and Related Technologies, Second
Edition discusses the needs of healthcare and medicine in the 21st
century, explaining how data analytics play an important and
revolutionary role. With healthcare effectiveness and economics
facing growing challenges, there is a rapidly emerging movement to
fortify medical treatment and administration by tapping the
predictive power of big data, such as predictive analytics, which
can bolster patient care, reduce costs, and deliver greater
efficiencies across a wide range of operational functions. Sections
bring a historical perspective, highlight the importance of using
predictive analytics to help solve health crisis such as the
COVID-19 pandemic, provide access to practical step-by-step
tutorials and case studies online, and use exercises based on
real-world examples of successful predictive and prescriptive tools
and systems. The final part of the book focuses on specific
technical operations related to quality, cost-effective medical and
nursing care delivery and administration brought by practical
predictive analytics.
With the advent of electronic medical records years ago and the
increasing capabilities of computers, our healthcare systems are
sitting on growing mountains of data. Not only does the data grow
from patient volume but the type of data we store is also growing
exponentially. Practical Predictive Analytics and Decisioning
Systems for Medicine provides research tools to analyze these large
amounts of data and addresses some of the most pressing issues and
challenges where data integrity is compromised: patient safety,
patient communication, and patient information. Through the use of
predictive analytic models and applications, this book is an
invaluable resource to predict more accurate outcomes to help
improve quality care in the healthcare and medical industries in
the most cost-efficient manner. Practical Predictive Analytics and
Decisioning Systems for Medicine provides the basics of predictive
analytics for those new to the area and focuses on general
philosophy and activities in the healthcare and medical system. It
explains why predictive models are important, and how they can be
applied to the predictive analysis process in order to solve real
industry problems. Researchers need this valuable resource to
improve data analysis skills and make more accurate and
cost-effective decisions.
|
You may like...
Loot
Nadine Gordimer
Paperback
(2)
R398
R330
Discovery Miles 3 300
Loot
Nadine Gordimer
Paperback
(2)
R398
R330
Discovery Miles 3 300
Tenet
John David Washington, Robert Pattinson, …
DVD
R53
Discovery Miles 530
Not available
Loot
Nadine Gordimer
Paperback
(2)
R398
R330
Discovery Miles 3 300
|