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Demystifying big data and machine learning for healthcare /

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Bibliographic Details
Main Authors: Natarajan, Prashant (Author)
Group Author: Frenzel, John C.; Smaltz, Detlev H. (Detlev Herb)
Published: CRC Press,
Publisher Address: Boca Raton, FL :
Publication Dates: [2017]
Literature type: Book
Language: English
Subjects:
Medical Informatics.
Medicine > Information technology.
Carrier Form: xxvi, 183 pages : illustrations, forms ; 26 cm
Bibliography: Includes bibliographical references and index.
ISBN: 9781138032637 (hardback : alkaline paper) :
1138032638 (hardback : alkaline paper)
Index Number: R858
CLC: R-058
Call Number: R-058/N273
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.

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