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Big Data in Healthcare
Údaje o názvu Big Data in Healthcare [electronic resource] : Extracting Knowledge from Point-of-Care Machines / edited by Pouria Amirian, Trudie Lang, Francois van Loggerenberg. Nakladatel Cham : Springer International Publishing : Imprint: Springer, 2017. Fyz.popis VII, 100 p. 46 illus., 45 illus. in color. online resource. ISBN 9783319629902 Edice SpringerBriefs in Pharmaceutical Science & Drug Development, ISSN 1864-8118 Úplný obsah Introduction – Improving Healthcare with Big Data -- Data Science and Analytics -- Big Data and Big Data Technologies -- Big Data Analytics for Extracting Disease Surveillance Information: An Untapped Opportunity -- Ebola and Twitter. What Insights Can Public Health Draw from Social Media? Poznámky k dostupnosti Přístup pouze pro oprávněné uživatele Dal.odpovědnost Amirian, Pouria. Lang, Trudie. van Loggerenberg, Francois. Dal.odpovědnost SpringerLink (Online service) Předmět.hesla Medicine. * Pharmaceutical technology. * Health informatics. Forma, žánr elektronické knihy electronic books Země vyd. Německo Jazyk dok. angličtina Druh dok. Elektronické knihy URL Plný text pro studenty a zaměstnance UPOL kniha
This book reviews a number of issues including: Why data generated from POC machines are considered as Big Data. What are the challenges in storing, managing, extracting knowledge from data from POC devices? Why is it inefficient to use traditional data analysis with big data? What are the solutions for the mentioned issues and challenges? What type of analytics skills are required in health care? What big data technologies and tools can be used efficiently with data generated from POC devices? This book shows how it is feasible to store vast numbers of anonymous data and ask highly specific questions that can be performed in real-time to give precise and meaningful evidence to guide public health policy.
Introduction – Improving Healthcare with Big Data -- Data Science and Analytics -- Big Data and Big Data Technologies -- Big Data Analytics for Extracting Disease Surveillance Information: An Untapped Opportunity -- Ebola and Twitter. What Insights Can Public Health Draw from Social Media?
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