Big Data Analytics for Intelligent Healthcare Management

Written By Nilanjan Dey
Big Data Analytics for Intelligent Healthcare Management
  • Publsiher : Academic Press
  • Release : 15 April 2019
  • ISBN : 0128181478
  • Pages : 312 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Big Data Analytics for Intelligent Healthcare Management written by Nilanjan Dey which was release on 15 April 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Big Data Analytics for Intelligent Healthcare Management covers both the theory and application of hardware platforms and architectures, the development of software methods, techniques and tools, applications and governance, and adoption strategies for the use of big data in healthcare and clinical research. The book provides the latest research findings on the use of big data analytics with statistical and machine learning techniques that analyze huge amounts of real-time healthcare data. Examines the methodology and requirements for development of big data architecture, big data modeling, big data as a service, big data analytics, and more Discusses big data applications for intelligent healthcare management, such as revenue management and pricing, predictive analytics/forecasting, big data integration for medical data, algorithms and techniques, etc. Covers the development of big data tools, such as data, web and text mining, data mining, optimization, machine learning, cloud in big data with Hadoop, big data in IoT, and more

Big Data Analytics for Intelligent Healthcare Management

Big Data Analytics for Intelligent Healthcare Management
  • Author : Nilanjan Dey,Himansu Das,Bighnaraj Naik,H S Behera
  • Publisher : Academic Press
  • Release Date : 2019-04-15
  • Total pages : 312
  • ISBN : 0128181478
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Summary : Big Data Analytics for Intelligent Healthcare Management covers both the theory and application of hardware platforms and architectures, the development of software methods, techniques and tools, applications and governance, and adoption strategies for the use of big data in healthcare and clinical research. The book provides the latest research findings ...

Big Data Analytics and Intelligence

Big Data Analytics and Intelligence
  • Author : Poonam Tanwar,Vishal Jain,Chuan-Ming Liu,Vishal Goyal
  • Publisher : Emerald Group Publishing
  • Release Date : 2020-09-30
  • Total pages : 392
  • ISBN : 0128181478
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Summary : Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval....

Healthcare Data Analytics and Management

Healthcare Data Analytics and Management
  • Author : Nilanjan Dey,Amira S. Ashour,Simon James Fong,Chintan Bhatt
  • Publisher : Academic Press
  • Release Date : 2018-11-15
  • Total pages : 340
  • ISBN : 0128181478
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Summary : Healthcare Data Analytics and Management help readers disseminate cutting-edge research that delivers insights into the analytic tools, opportunities, novel strategies, techniques and challenges for handling big data, data analytics and management in healthcare. As the rapidly expanding and heterogeneous nature of healthcare data poses challenges for big data analytics, this ...

Applications of Big Data in Healthcare

Applications of Big Data in Healthcare
  • Author : Ashish Khanna,Deepak Gupta,Nilanjan Dey
  • Publisher : Academic Press
  • Release Date : 2021-03-10
  • Total pages : 310
  • ISBN : 0128181478
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Summary : Applications of Big Data in Healthcare: Theory and Practice begins with the basics of Big Data analysis and introduces the tools, processes and procedures associated with Big Data analytics. The book unites healthcare with Big Data analysis and uses the advantages of the latter to solve the problems faced by ...

Managerial Perspectives on Intelligent Big Data Analytics

Managerial Perspectives on Intelligent Big Data Analytics
  • Author : Sun, Zhaohao
  • Publisher : IGI Global
  • Release Date : 2019-02-22
  • Total pages : 335
  • ISBN : 0128181478
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Summary : Big data, analytics, and artificial intelligence are revolutionizing work, management, and lifestyles and are becoming disruptive technologies for healthcare, e-commerce, and web services. However, many fundamental, technological, and managerial issues for developing and applying intelligent big data analytics in these fields have yet to be addressed. Managerial Perspectives on Intelligent ...

High Performance Big Data Analytics

High Performance Big Data Analytics
  • Author : Pethuru Raj,Anupama Raman,Dhivya Nagaraj,Siddhartha Duggirala
  • Publisher : Springer
  • Release Date : 2015-10-16
  • Total pages : 428
  • ISBN : 0128181478
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Summary : This book presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Features: includes case studies and learning activities throughout the book and self-study exercises in every chapter; presents detailed case studies on social media analytics for intelligent businesses and on big data analytics (...

Next Generation Technology Driven Precission Medicine and Smart Healthcare

Next Generation Technology Driven Precission Medicine and Smart Healthcare
  • Author : Miltiadis D. Lytras,Anna Visvizi,Akila Sarirete
  • Publisher : Academic Press
  • Release Date : 2020-09-01
  • Total pages : 380
  • ISBN : 0128181478
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Summary : Next Generation Technology Driven Precission Medicine and Smart Healthcare serves as a key reference for practitioners and experts involved in healthcare as they strive to enhance the value added of healthcare and develop more sustainable healthcare systems. It brings together insights from emerging sophisticated information and communication technologies such as ...

Data Analytics in Biomedical Engineering and Healthcare

Data Analytics in Biomedical Engineering and Healthcare
  • Author : Kun Chang Lee,Sanjiban Sekhar Roy,Pijush Samui,Vijay Kumar
  • Publisher : Academic Press
  • Release Date : 2020-10-23
  • Total pages : 292
  • ISBN : 0128181478
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Summary : Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data ...

Data Science for Healthcare

Data Science for Healthcare
  • Author : Sergio Consoli,Diego Reforgiato Recupero,Milan Petković
  • Publisher : Springer
  • Release Date : 2019-02-23
  • Total pages : 367
  • ISBN : 0128181478
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Summary : This book seeks to promote the exploitation of data science in healthcare systems. The focus is on advancing the automated analytical methods used to extract new knowledge from data for healthcare applications. To do so, the book draws on several interrelated disciplines, including machine learning, big data analytics, statistics, pattern ...

Big Data Analytics in Healthcare

Big Data Analytics in Healthcare
  • Author : Anand J. Kulkarni,Patrick Siarry,Pramod Kumar Singh,Ajith Abraham,Mengjie Zhang,Albert Zomaya,Fazle Baki
  • Publisher : Springer Nature
  • Release Date : 2019-10-01
  • Total pages : 187
  • ISBN : 0128181478
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Summary : 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, ...

Clinical Intelligence the Big Data Analytics Revolution in Healthcare

Clinical Intelligence  the Big Data Analytics Revolution in Healthcare
  • Author : Peter K. Ghavami, Ph.d.
  • Publisher : Createspace Independent Pub
  • Release Date : 2014-04-21
  • Total pages : 230
  • ISBN : 0128181478
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Summary : This book offers concepts, methods and a framework to analyze healthcare data in new ways to improve patient health outcomes, improve population health and reduce costs. The framework takes the reader step-by-step through data warehouse and data management architectures, analytics algorithms and modeling techniques for applications in predictive medicine, optimization, ...

Intelligent Systems for Healthcare Management and Delivery

Intelligent Systems for Healthcare Management and Delivery
  • Author : Bouchemal, Nardjes
  • Publisher : IGI Global
  • Release Date : 2018-12-07
  • Total pages : 377
  • ISBN : 0128181478
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Summary : With the growing use of new technologies and artificial intelligence (AI) applications, intelligent systems can be used to manage large amounts of existing data in healthcare domains. Having more intelligent methods for accessing data allows medical professionals to more efficiently identify the best medical practices and more concrete solutions for ...

Big Data Analytics

Big Data Analytics
  • Author : Anirban Mondal,Himanshu Gupta,Jaideep Srivastava,P. Krishna Reddy,D.V.L.N. Somayajulu
  • Publisher : Springer
  • Release Date : 2018-12-11
  • Total pages : 424
  • ISBN : 0128181478
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Summary : This book constitutes the refereed proceedings of the 6th International Conference on Big Data analytics, BDA 2018, held in Warangal, India, in December 2018. The 29 papers presented in this volume were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections named: big data analytics: vision and perspectives; financial ...

Smart Healthcare Analytics in IoT Enabled Environment

Smart Healthcare Analytics in IoT Enabled Environment
  • Author : Prasant Kumar Pattnaik,Suneeta Mohanty,Satarupa Mohanty
  • Publisher : Springer Nature
  • Release Date : 2020-02-17
  • Total pages : 246
  • ISBN : 0128181478
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Summary : This book addresses various aspects of how smart healthcare can be used to detect and analyze diseases, the underlying methodologies, and related security concerns. Healthcare is a multidisciplinary field that involves a range of factors like the financial system, social factors, health technologies, and organizational structures that affect the healthcare ...

Analytics in Healthcare

Analytics in Healthcare
  • Author : Christo El Morr,Hossam Ali-Hassan
  • Publisher : Springer
  • Release Date : 2019-01-21
  • Total pages : 105
  • ISBN : 0128181478
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Summary : This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes multiple examples of their applications in the field. The book also identifies practical challenges that fuel the need for ...