Advanced Data Analytics in Health (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
216
Utgivningsdatum
2018-05-04
Upplaga
1st ed. 2018
Förlag
Springer International Publishing AG
Medarbetare
Giabbanelli, Philippe J. (ed.), Mago, Vijay (ed.), Papageorgiou, Elpiniki (ed.)
Illustratör/Fotograf
Bibliographie
Illustrationer
XIV, 216 p.
Dimensioner
234 x 156 x 14 mm
Vikt
504 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783319779102
Advanced Data Analytics in Health (inbunden)

Advanced Data Analytics in Health

Inbunden Engelska, 2018-05-04
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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.
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Recensioner i media

"Organized and structured in a balanced way, chapters can be read independently based on the reader's interests. Broad in its coverage with thorough literature reviews in each chapter, the book is a good starting point not only for medical practitioners and policy makers, but also for engineers, data scientists, and scholars interested in developing data-based conclusions in the healthcare domain." (Mariana Damova, Computing Reviews, December, 2018)

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