Advanced data analytics in health / Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors.
Giabbanelli, Philippe J., editor.; Mago, Vijay K., editor.; Papageorgiou, Elpiniki I., editor.
2018
R858
Available Online

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Title Advanced data analytics in health / Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors.
ISBN 9783319779119 (electronic book)
3319779117 (electronic book)
9783319779102
3319779109
DOI https://doi.org/10.1007/978-3-319-77911-9
Published Cham, Switzerland : Springer, [2018]
Copyright ©2018
Language English
Description 1 online resource.
Item Number 10.1007/978-3-319-77911-9 doi
Call Number R858
Dewey Decimal Classification 362.1068
Summary This book introduces readers to the methods, types of data, and scale of analysis used in the context of health. The challenges of working with big data are explored throughout the book, while the benefits are also emphasized through the discoveries made possible by linking large datasets. Methods include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning. The diversity of datasets is illustrated through chapters on networked data, image processing, and text, in addition to typical structured numerical datasets. While the methods, types of data, and scale have been individually covered elsewhere, by bringing them all together under one "umbrella" the book highlights synergies, while also helping scholars fluidly switch between tools as needed. New challenges and emerging frontiers are also discussed, helping scholars grasp how methods will need to change in response to the latest challenges in health.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file PDF
Source of Description Online resource; title from PDF title page (viewed April 25, 2018).
Added Author Giabbanelli, Philippe J., editor.
Mago, Vijay K., editor.
Papageorgiou, Elpiniki I., editor.
Series Smart innovation, systems, and technologies ; 93.
Available in Other Form Advanced data analytics in health.
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