BookPrashant Natarajan, John C. Frenzel, Detlev H. Smaltz.
Contents:
Chapter 1. Introduction / Herb Smaltz
chapter 2. Healthcare and the big data V's / Prashant Natarajan
chapter 3. Big data : how to get started / John Frenzel
chapter 4. Big data : challenges / John Frenzel
chapter 5. Best practices : separating myth from reality / Prashant Natarajan
chapter 6. Big data advanced topics / John Frenzel and Herb Smaltz
chapter 7. Applied machine learning for healthcare / Prashant Natarajan and Bob Rogers
Introduction to case studies / Prashant Natarajan
Penn medicine : precision medicine and big data / Brian Wells
Ascension : our advanced analytics journey / Tony Byram
University of Texas MD Anderson : streaming analytics / John Frenzel
US health insurance organization : financial reporting analytics with big data / Marc Perlman, Larry Manno, and Shalin Saini
CIAPM : California Initiative to Advance Precision Medicine / Elizabeth
University of California San Francisco : AI for imaging of neurological emergencies / Pratik Mukherjee
BayCare health system : actionable, agile analytics using data variety / Apparsamy (Balaji) Balaji
Arterys : deep learning for medical imaging / Carla Leibowitz
Big data technical glossary / Shalin Saini.