Big Data Analytics in Healthcare
Editors: Kulkarni, A.J., Siarry, P., Singh, P.K., Abraham, A., Zhang, M., Zomaya, A., Baki, F. (Eds.)
Free Preview- Presents novel as well as modified heuristics and metaheuristics along with its validation by solving complex big data problems associated with healthcare
- Discusses a multifaceted and state-of-the-art literature survey associated with the healthcare data, their modalities, complexities and methodologies along with a complete mathematical formulation
- Provides recent research on big data analytics in healthcare
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- About this book
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This book includes state-of-the-art discussions on various issues and aspects of the implementation, testing, validation, and application of big data in the context of healthcare. The concept of big data is revolutionary, both from a technological and societal well-being standpoint. This book provides a comprehensive reference guide for engineers, scientists, and students studying/involved in the development of big data tools in the areas of healthcare and medicine. It also features a multifaceted and state-of-the-art literature review on healthcare data, its modalities, complexities, and methodologies, along with mathematical formulations.
The book is divided into two main sections, the first of which discusses the challenges and opportunities associated with the implementation of big data in the healthcare sector. In turn, the second addresses the mathematical modeling of healthcare problems, as well as current and potential future big data applications and platforms.
- Table of contents (9 chapters)
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Big Data Analytics and Its Benefits in Healthcare
Pages 3-21
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Elements of Healthcare Big Data Analytics
Pages 23-43
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Big Data in Supply Chain Management and Medicinal Domain
Pages 45-54
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A Review of Big Data and Its Applications in Healthcare and Public Sector
Pages 55-66
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Big Data in Healthcare: Technical Challenges and Opportunities
Pages 67-81
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Table of contents (9 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Big Data Analytics in Healthcare
- Editors
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- Anand J. Kulkarni
- Patrick Siarry
- Pramod Kumar Singh
- Ajith Abraham
- Mengjie Zhang
- Albert Zomaya
- Fazle Baki
- Series Title
- Studies in Big Data
- Series Volume
- 66
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-31672-3
- DOI
- 10.1007/978-3-030-31672-3
- Hardcover ISBN
- 978-3-030-31671-6
- Softcover ISBN
- 978-3-030-31674-7
- Series ISSN
- 2197-6503
- Edition Number
- 1
- Number of Pages
- XI, 187
- Number of Illustrations
- 18 b/w illustrations, 37 illustrations in colour
- Topics
