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Healthcare and big data management / edited by Bairong Shen

Contributor(s): Series: Advances in experimental medicine and biology, v. 1028Publication details: Singapore : Springer, 2017Description: 164 pages : illustrations ; 24 cmISBN:
  • 9789811060403
  • 981106041X
  • 9789811060410
Subject(s): DDC classification:
  • 610.285 23
LOC classification:
  • R858
Contents:
How to Become a Smart Patient in the Era of Precision Medicine? -- Physiological Informatics: Collection and Analyses of Data from Wearable Sensors and Smartphone for Healthcare -- Entropy for the Complexity of Physiological Signal Dynamics -- Data Platform for the Research and Prevention of Alzheimer's Disease -- Data Analysis for Gut Microbiota and Health -- Ontology-Based Vaccine Adverse Event Representation and Analysis -- LEMRG: Decision Rule Generation Algorithm for Mining MicroRNA Expression Data -- Privacy Challenges of Genomic Big Data -- Systems Health: A Transition from Disease Management Toward Health Promotion.
Summary: The book addresses the interplay of healthcare and big data management. Thanks to major advances in big data technologies and precision medicine, healthcare is now becoming the new frontier for both scientific research and economic development. This volume covers a range of aspects, including: big data management for healthcare; physiological and gut microbiota - data collection and analysis; big data standardization and ontology; and personal data privacy and systems level modeling in the healthcare context. The book offers a valuable resource for biomedical informaticians, clinicians, health practitioners and researchers alike.
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Holdings
Item type Current library Home library Call number Copy number Status Date due Barcode Item holds
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 610.285 HEA (Browse shelf(Opens below)) 1 Available 3010036594
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 610.285 HEA (Browse shelf(Opens below)) 2 Available 3010036595
Total holds: 0

Includes bibliographical references and index.

How to Become a Smart Patient in the Era of Precision Medicine? -- Physiological Informatics: Collection and Analyses of Data from Wearable Sensors and Smartphone for Healthcare -- Entropy for the Complexity of Physiological Signal Dynamics -- Data Platform for the Research and Prevention of Alzheimer's Disease -- Data Analysis for Gut Microbiota and Health -- Ontology-Based Vaccine Adverse Event Representation and Analysis -- LEMRG: Decision Rule Generation Algorithm for Mining MicroRNA Expression Data -- Privacy Challenges of Genomic Big Data -- Systems Health: A Transition from Disease Management Toward Health Promotion.

The book addresses the interplay of healthcare and big data management. Thanks to major advances in big data technologies and precision medicine, healthcare is now becoming the new frontier for both scientific research and economic development. This volume covers a range of aspects, including: big data management for healthcare; physiological and gut microbiota - data collection and analysis; big data standardization and ontology; and personal data privacy and systems level modeling in the healthcare context. The book offers a valuable resource for biomedical informaticians, clinicians, health practitioners and researchers alike.

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