Applications of Big Data in Healthcare

Written By Ashish Khanna
Applications of Big Data in Healthcare
  • Publsiher : Academic Press
  • Release : 10 March 2021
  • ISBN : 0128204516
  • Pages : 310 pages
  • Rating : /5 from reviews
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Download or read book entitled Applications of Big Data in Healthcare by author: Ashish Khanna which was release on 10 March 2021 and published by Academic Press with total page 310 pages . This book available in PDF, EPUB and Kindle Format. 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 the former. The authors present the challenges faced by the healthcare industry, including capturing, storing, searching, sharing and analyzing data. This book illustrates the challenges in the applications of Big Data and suggests ways to overcome them, with a primary emphasis on data repositories, challenges, and concepts for data scientists, engineers and clinicians. The applications of Big Data have grown tremendously within the past few years and its growth can not only be attributed to its competence to handle large data streams but also to its abilities to find insights from complex, noisy, heterogeneous, longitudinal and voluminous data. The main objectives of Big Data in the healthcare sector is to come up with ways to provide personalized healthcare to patients by taking into account the enormous amounts of already existing data. Provides case studies that illustrate the business processes underlying the use of big data and deep learning health analytics to improve health care delivery Supplies readers with a foundation for further specialized study in clinical analysis and data management Includes links to websites, videos, articles and other online content to expand and support the primary learning objectives for each major section of the book

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 : 0128204516
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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 ...

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 : 0128204516
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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 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 : 0128204516
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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 ...

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 : 0128204516
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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 ...

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 : 0128204516
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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, ...

Big Data in Healthcare

Big Data in Healthcare
  • Author : Farrokh Alemi
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 553
  • ISBN : 0128204516
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Summary : Big Data in Healthcare: Statistical Analysis of the Electronic Health Record provides the statistical tools that healthcare leaders need to organize and interpret their data. Designed for accessibility to those with a limited mathematics background, the book demonstrates how to leverage EHR data for applications as diverse as healthcare marketing, ...

Concurrence of Big Data Analytics and Healthcare A Systematic Review

Concurrence of Big Data Analytics and Healthcare  A Systematic Review
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 212
  • ISBN : 0128204516
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Summary : Graphical abstract: Abstract: Background: The application of Big Data analytics in healthcare has immense potential for improving the quality of care, reducing waste and error, and reducing the cost of care. Purpose: This systematic review of literature aims to determine the scope of Big Data analytics in healthcare including its ...

Big Data Analytics in Bioinformatics and Healthcare

Big Data Analytics in Bioinformatics and Healthcare
  • Author : Wang, Baoying
  • Publisher : IGI Global
  • Release Date : 2014-10-31
  • Total pages : 528
  • ISBN : 0128204516
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Summary : As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics ...

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 : 0128204516
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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 ...

Big Data Concepts Methodologies Tools and Applications

Big Data  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2016-04-20
  • Total pages : 2478
  • ISBN : 0128204516
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Summary : The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and ...

Applications of Big Data in Large and Small Scale Systems

Applications of Big Data in Large  and Small Scale Systems
  • Author : Sam Goundar,Praveen Kumar Rayani
  • Publisher : IGI Global
  • Release Date : 2021
  • Total pages : 377
  • ISBN : 0128204516
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Summary : "This book addresses the newest innovative and intelligent applications related to utilizing the large amounts of big data being generated that is increasingly driving decision making and changing the landscape of business intelligence, from governments to private organizations, from communities to individuals"--...

Big Data in Engineering Applications

Big Data in Engineering Applications
  • Author : Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras
  • Publisher : Springer
  • Release Date : 2018-05-02
  • Total pages : 384
  • ISBN : 0128204516
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Summary : This book presents the current trends, technologies, and challenges in Big Data in the diversified field of engineering and sciences. It covers the applications of Big Data ranging from conventional fields of mechanical engineering, civil engineering to electronics, electrical, and computer science to areas in pharmaceutical and biological sciences. This ...

Medical Big Data and Internet of Medical Things

Medical Big Data and Internet of Medical Things
  • Author : Aboul Ella Hassanien,Nilanjan Dey,Surekha Borra
  • Publisher : CRC Press
  • Release Date : 2018-10-25
  • Total pages : 340
  • ISBN : 0128204516
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Summary : Big data and the Internet of Things (IoT) play a vital role in prediction systems used in biological and medical applications, particularly for resolving issues related to disease biology at different scales. Modelling and integrating medical big data with the IoT helps in building effective prediction systems for automatic recommendations ...

Applications of Big Data Analytics

Applications of Big Data Analytics
  • Author : Mohammed M. Alani,Hissam Tawfik,Mohammed Saeed,Obinna Anya
  • Publisher : Springer
  • Release Date : 2018-07-23
  • Total pages : 214
  • ISBN : 0128204516
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Summary : This timely text/reference reviews the state of the art of big data analytics, with a particular focus on practical applications. An authoritative selection of leading international researchers present detailed analyses of existing trends for storing and analyzing big data, together with valuable insights into the challenges inherent in current ...

Big Data and Artificial Intelligence for Healthcare Applications

Big Data and Artificial Intelligence for Healthcare Applications
  • Author : Ankur Saxena,Nicolas Brault,Shazia Rashid
  • Publisher : CRC Press
  • Release Date : 2021-06-15
  • Total pages : 286
  • ISBN : 0128204516
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Summary : This book covers a wide range of topics on the role of Artificial Intelligence, Machine Learning, and Big Data for healthcare applications and deals with the ethical issues and concerns associated with it. This book explores the applications in different areas of healthcare and highlights the current research. The book ...