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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.
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