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

Big Data and Health Analytics

Big Data and Health Analytics
  • Author : Katherine Marconi,Harold Lehmann
  • Publisher : CRC Press
  • Release Date : 2014-12-20
  • Total pages : 382
  • ISBN : 0128204516
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Summary : Data availability is surpassing existing paradigms for governing, managing, analyzing, and interpreting health data. Big Data and Health Analytics provides frameworks, use cases, and examples that illustrate the role of big data and analytics in modern health care, including how public health information can inform health delivery.Written for healt...

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
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  • 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 ...

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Personalized Psychiatry
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  • Publisher : Springer
  • Release Date : 2019-02-12
  • Total pages : 180
  • ISBN : 0128204516
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Summary : This book integrates the concepts of big data analytics into mental health practice and research. Mental disorders represent a public health challenge of staggering proportions. According to the most recent Global Burden of Disease study, psychiatric disorders constitute the leading cause of years lost to disability. The high morbidity and ...

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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 Analytics in Healthcare to Assist Medical Diagnosis

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  • Author : Christian Marheine
  • Publisher : GRIN Verlag
  • Release Date : 2018-07-24
  • Total pages : 8
  • ISBN : 0128204516
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Summary : Academic Paper from the year 2018 in the subject Computer Sciences - Industry 4.0, grade: A: 90/100 ODER 1,0, Lund University (Informatik), course: Business Intelligence, language: English, abstract: This seminar paper discusses how big data analytics might support healthcare organizations (e.g., hospitals) in medical diagnosis. The paper proceeds as follows: First, an overview ...

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 Analytics for Intelligent Healthcare Management

Big Data Analytics for Intelligent Healthcare Management
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  • 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 ...

Big Data Analytics and Intelligence

Big Data Analytics and Intelligence
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  • Publisher : Emerald Group Publishing
  • Release Date : 2020-09-30
  • Total pages : 392
  • ISBN : 0128204516
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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....

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 : 0128204516
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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 (...

Medical Big Data and Internet of Medical Things

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  • 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 ...

Healthcare and Big Data

Healthcare and Big Data
  • Author : Mary F.E. Ebeling
  • Publisher : Springer
  • Release Date : 2016-09-27
  • Total pages : 170
  • ISBN : 0128204516
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Summary : This highly original book is an ethnographic noir of how Big Data profits from patient private health information. The book follows personal health data as it is collected from inside healthcare and beyond to create patient consumer profiles that are sold to marketers. Primarily told through a first-person noir narrative, ...

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Data Analytics in Biomedical Engineering and Healthcare
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  • 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 ...

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Analytics in Healthcare
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  • Publisher : Springer
  • Release Date : 2019-01-21
  • Total pages : 105
  • ISBN : 0128204516
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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 ...