ENGLISH

Big Data Analytics in Healthcare

By Patrick Siarry , Ajith Abraham , Mengjie Zhang , Albert Zomaya , Pramod Kumar Singh , Anand J. Kulkarni , Fazle Baki

Book information

Publisher
Springer International Publishing
Year
2020
ISBN
978-3-030-31671-6, 978-3-030-31672-3
Language
english
Format
PDF
Filesize
5 MB (4871367 bytes)
Series
Studies in Big Data 66
Edition
1st ed. 2020
Pages
XI, 187\193
Time added
2020-02-08 04:41:57
Engineering; Computational Intelligence; Big Data;

Description

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. Front Matter ....Pages i-xi Front Matter ....Pages 1-1 Big Data Analytics and Its Benefits in Healthcare (Yogesh Kumar, Kanika Sood, Surabhi Kaul, Richa Vasuja)....Pages 3-21 Elements of Healthcare Big Data Analytics (Nishita Mehta, Anil Pandit, Meenal Kulkarni)....Pages 23-43 Big Data in Supply Chain Management and Medicinal Domain (Aniket Nargundkar, Anand J. Kulkarni)....Pages 45-54 A Review of Big Data and Its Applications in Healthcare and Public Sector (Apoorva Shastri, Mihir Deshpande)....Pages 55-66 Big Data in Healthcare: Technical Challenges and Opportunities (Ganesh M. Kakandikar, Vilas M. Nandedkar)....Pages 67-81 Innovative mHealth Solution for Reliable Patient Data Empowering Rural Healthcare in Developing Countries (Jay Rajasekera, Aditi Vivek Mishal, Yoshie Mori)....Pages 83-104 Front Matter ....Pages 105-105 Hospital Surgery Scheduling Under Uncertainty Using Multiobjective Evolutionary Algorithms (Kazi Shah Nawaz Ripon, Jacob Henrik Nyman)....Pages 107-142 Big Data in Electroencephalography Analysis (Dhanalekshmi P. Yedurkar, Shilpa P. Metkar)....Pages 143-153 Big Data Analytics in Healthcare Using Spreadsheets (Samaya Pillai Iyengar, Haridas Acharya, Manik Kadam)....Pages 155-187

Similar books