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Demystifying big data and machine learning for healthcare / Prashant Natarajan, John C. Frenzel, Detlev H. Smaltz.

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Format:
Book
Author/Creator:
Natarajan, Prashant, author.
Frenzel, John C., author.
Smaltz, Detlev H. (Detlev Herb), author.
Contributor:
EBSCOhost.
Language:
English
Subjects (All):
Medical informatics.
Medicine--Information technology.
Medicine.
Medical Informatics.
Medical Subjects:
Medical Informatics.
Physical Description:
1 online resource (xxvi, 183 pages) : illustrations
Place of Publication:
Boca Raton : CRC Press, Taylor & Francis Group, [2017]
System Details:
text file
Contents:
Introduction / Herb Smaltz
Healthcare and the Big Data V's / Prashant Natarajan
Big Data: How to Get Started / John Frenzel
Big Data: Challenges / John Frenzel
Best Practices: Separating Myth from Realty / Prashant Natarajan
Big Data Advanced Topics / John Frenzel and Herb Smaltz
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 Baca
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.
Notes:
"HIMSS"
"A Productivity Press book."
Includes bibliographical references and index.
Electronic reproduction. Ipswich, MA Available via World Wide Web.
Description based on print version record.
Other Format:
Online version: Natarajan, Prashant, author. Demystifying big data and machine learning for healthcare
ISBN:
9781315389318
1315389312
Publisher Number:
99976388031
Access Restriction:
Restricted for use by site license.

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