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
GET THIS BOOKApplications of Big Data in Healthcare


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
GET BOOK

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
GET BOOK

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 in Healthcare

Big Data in Healthcare
  • Author : Pouria Amirian,Trudie Lang,Francois van Loggerenberg
  • Publisher : Springer
  • Release Date : 2017-09-25
  • Total pages : 100
  • ISBN : 0128204516
GET BOOK

Summary : This book reviews a number of issues including: Why data generated from POC machines are considered as Big Data. What are the challenges in storing, managing, extracting knowledge from data from POC devices? Why is it inefficient to use traditional data analysis with big data? What are the solutions for ...

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
GET BOOK

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 ...

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
GET BOOK

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"--...

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
GET BOOK

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 ...

Machine Learning and AI for Healthcare

Machine Learning and AI for Healthcare
  • Author : Arjun Panesar
  • Publisher : Apress
  • Release Date : 2019-02-04
  • Total pages : 368
  • ISBN : 0128204516
GET BOOK

Summary : Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges. You’ll discover the ethical implications of healthcare data analytics and the future ...

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
GET BOOK

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 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
GET BOOK

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 ...

Healthcare Analytics

Healthcare Analytics
  • Author : Hui Yang,Eva K. Lee
  • Publisher : Wiley
  • Release Date : 2016-08-01
  • Total pages : 632
  • ISBN : 0128204516
GET BOOK

Summary : Features of statistical and operational research methods and tools being used to improve the healthcare industry With a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and comprehensive treatment on recent research advancements in data-driven ...

Big Data Big Challenges A Healthcare Perspective

Big Data  Big Challenges  A Healthcare Perspective
  • Author : Mowafa Househ,Andre W. Kushniruk,Elizabeth M. Borycki
  • Publisher : Springer
  • Release Date : 2019-02-28
  • Total pages : 144
  • ISBN : 0128204516
GET BOOK

Summary : This is the first book to offer a comprehensive yet concise overview of the challenges and opportunities presented by the use of big data in healthcare. The respective chapters address a range of aspects: from health management to patient safety; from the human factor perspective to ethical and economic considerations, ...

Health Data Privacy under the GDPR

Health Data Privacy under the GDPR
  • Author : Maria Tzanou
  • Publisher : Routledge
  • Release Date : 2020-11-24
  • Total pages : 166
  • ISBN : 0128204516
GET BOOK

Summary : The growth of data-collecting goods and services, such as ehealth and mhealth apps, smart watches, mobile fitness and dieting apps, electronic skin and ingestible tech, combined with recent technological developments such as increased capacity of data storage, artificial intelligence and smart algorithms, has spawned a big data revolution that has ...

Computational and Statistical Methods for Analysing Big Data with Applications

Computational and Statistical Methods for Analysing Big Data with Applications
  • Author : Shen Liu,James Mcgree,Zongyuan Ge,Yang Xie
  • Publisher : Academic Press
  • Release Date : 2015-11-20
  • Total pages : 206
  • ISBN : 0128204516
GET BOOK

Summary : Due to the scale and complexity of data sets currently being collected in areas such as health, transportation, environmental science, engineering, information technology, business and finance, modern quantitative analysts are seeking improved and appropriate computational and statistical methods to explore, model and draw inferences from big data. This book aims ...

Data Intensive Computing Applications for Big Data

Data Intensive Computing Applications for Big Data
  • Author : M. Mittal,V.E. Balas,D.J. Hemanth
  • Publisher : IOS Press
  • Release Date : 2018-01-31
  • Total pages : 620
  • ISBN : 0128204516
GET BOOK

Summary : The book ‘Data Intensive Computing Applications for Big Data’ discusses the technical concepts of big data, data intensive computing through machine learning, soft computing and parallel computing paradigms. It brings together researchers to report their latest results or progress in the development of the above mentioned areas. Since there are ...

Advanced Deep Learning Applications in Big Data Analytics

Advanced Deep Learning Applications in Big Data Analytics
  • Author : Bouarara, Hadj Ahmed
  • Publisher : IGI Global
  • Release Date : 2020-10-16
  • Total pages : 351
  • ISBN : 0128204516
GET BOOK

Summary : Interest in big data has swelled within the scholarly community as has increased attention to the internet of things (IoT). Algorithms are constructed in order to parse and analyze all this data to facilitate the exchange of information. However, big data has suffered from problems in connectivity, scalability, and privacy ...