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Advanced Data Analytics in Health on Hardback
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Advanced Data Analytics in Health

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Description

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.
Release date NZ
May 4th, 2018
Audience
  • Postgraduate, Research & Scholarly
Contributors
  • Edited by Elpiniki I Papageorgiou
  • Edited by Philippe J. Giabbanelli
  • Edited by Vijay K. Mago
Edition
1st ed. 2018
Illustrations
XIV, 216 p.
Pages
216
ISBN-13
9783319779102
Product ID
27639552

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