Big Data Analytics for Intelligent Healthcare Management

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  • Publisher : Academic Press
  • Release : 15 April 2019
  • ISBN : 9780128181478
  • Page : 312 pages
  • Rating : 4.5/5 from 103 voters

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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

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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
  • ISBN : 9780128181478
GET THIS BOOKBig Data Analytics for Intelligent Healthcare Management

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

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
  • ISBN : 9781839090998
GET THIS BOOKBig Data Analytics and Intelligence

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.

Intelligent Healthcare

Intelligent Healthcare
  • Author : Chinmay Chakraborty,Mohammad R. Khosravi
  • Publisher : Springer
  • Release Date : 2022-07-16
  • ISBN : 981168149X
GET THIS BOOKIntelligent Healthcare

The book Intelligent Healthcare: Infrastructure, Algorithms, and Management® cover a wide range of research topics on innovative intelligent healthcare solutions and advancements with the latest research developments. Data analytics are relevant for healthcare to meet many technical challenges and issues that need to be addressed to realize this potential. The advanced healthcare systems have to be upgraded with new capabilities such as data analytics, machine learning, intelligent decision making, and more professional services. The Internet of Things helps to design

Intelligent Healthcare

Intelligent Healthcare
  • Author : Surbhi Bhatia,Ashutosh Kumar Dubey,Rita Chhikara,Poonam Chaudhary,Abhishek Kumar
  • Publisher : Springer Nature
  • Release Date : 2021-07-02
  • ISBN : 9783030670511
GET THIS BOOKIntelligent Healthcare

This book fosters a scientific debate for sophisticated approaches and cognitive technologies (such as deep learning, machine learning and advanced analytics) for enhanced healthcare services in light of the tremendous scope in the future of intelligent systems for healthcare. The authors discuss the proliferation of huge data sources (e.g. genomes, electronic health records (EHRs), mobile diagnostics, and wearable devices) and breakthroughs in artificial intelligence applications, which have unlocked the doors for diagnosing and treating multitudes of rare diseases. The

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
  • ISBN : 9781839091018
GET THIS BOOKBig Data Analytics and Intelligence

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.

Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach
  • Author : Aboul-Ella Hassanien,Nilanjan Dey,Sally Elghamrawy
  • Publisher : Springer Nature
  • Release Date : 2020-10-12
  • ISBN : 9783030552589
GET THIS BOOKBig Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging. The third part discusses

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
  • ISBN : 9780128156360
GET THIS BOOKHealthcare Data Analytics and Management

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 book targets researchers and bioengineers from areas of machine learning, data mining, data management, and healthcare providers, along with clinical researchers and physicians who are interested in the management and

Early Detection of Neurological Disorders Using Machine Learning Systems

Early Detection of Neurological Disorders Using Machine Learning Systems
  • Author : Paul, Sudip,Bhattacharya, Pallab,Bit, Arindam
  • Publisher : IGI Global
  • Release Date : 2019-06-28
  • ISBN : 9781522585688
GET THIS BOOKEarly Detection of Neurological Disorders Using Machine Learning Systems

While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this

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
  • ISBN : 9783030316723
GET THIS BOOKBig Data Analytics in Healthcare

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,

The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success

The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success
  • Author : Allam Hamdan,Aboul Ella Hassanien,Anjum Razzaque,Bahaaeddin Alareeni
  • Publisher : Springer Nature
  • Release Date : 2021-04-11
  • ISBN : 9783030627966
GET THIS BOOKThe Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success

This book focuses on the implementation of AI for growing business, and the book includes research articles and expository papers on the applications of AI on decision-making, health care, smart universities, public sector and digital government, FinTech, and RegTech. Artificial Intelligence (AI) is a vital and a fundamental driver for the Fourth Industrial Revolution (FIR). Its influence is observed at homes, in the businesses and in the public spaces. The embodied best of AI reflects robots which drive our cars,

Machine Learning for Intelligent Decision Science

Machine Learning for Intelligent Decision Science
  • Author : Jitendra Kumar Rout,Minakhi Rout,Himansu Das
  • Publisher : Springer Nature
  • Release Date : 2020-04-02
  • ISBN : 9789811536892
GET THIS BOOKMachine Learning for Intelligent Decision Science

The book discusses machine learning-based decision-making models, and presents intelligent, hybrid and adaptive methods and tools for solving complex learning and decision-making problems under conditions of uncertainty. Featuring contributions from data scientists, practitioners and educators, the book covers a range of topics relating to intelligent systems for decision science, and examines recent innovations, trends, and practical challenges in the field. The book is a valuable resource for academics, students, researchers and professionals wanting to gain insights into decision-making.

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
  • ISBN : 9781522572787
GET THIS BOOKManagerial Perspectives on Intelligent Big Data Analytics

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 Big Data Analytics is a collection of innovative research that discusses the integration and application of artificial intelligence, business intelligence, digital transformation, and intelligent big data analytics from a perspective

Handbook on Intelligent Healthcare Analytics

Handbook on Intelligent Healthcare Analytics
  • Author : A. Jaya,K. Kalaiselvi,Dinesh Goyal,Dhiya Al-Jumeily
  • Publisher : John Wiley & Sons
  • Release Date : 2022-05-09
  • ISBN : 9781119792536
GET THIS BOOKHandbook on Intelligent Healthcare Analytics

HANDBOOK OF INTELLIGENT HEALTHCARE ANALYTICS The book explores the various recent tools and techniques used for deriving knowledge from healthcare data analytics for researchers and practitioners. The power of healthcare data analytics is being increasingly used in the industry. Advanced analytics techniques are used against large data sets to uncover hidden patterns, unknown correlations, market trends, customer preferences, and other useful information. A Handbook on Intelligent Healthcare Analytics covers both the theory and application of the tools, techniques, and algorithms

Advances in Power Systems and Energy Management

Advances in Power Systems and Energy Management
  • Author : Neeraj Priyadarshi,Sanjeevikumar Padmanaban,Ranjan Kumar Ghadai,Amiya Ranjan Panda,Ranjeeta Patel
  • Publisher : Springer Nature
  • Release Date : 2021-01-20
  • ISBN : 9789811575044
GET THIS BOOKAdvances in Power Systems and Energy Management

This book comprises select proceedings of the international conference ETAEERE 2020, and focuses on contemporary issues in energy management and energy efficiency in the context of power systems. The contents cover modeling, simulation and optimization based studies on topics like medium voltage BTB system, cost optimization of a ring frame unit in textile industry, rectenna for RF energy harvesting, ecology and energy dimension in infrastructural designs, study of AGC in two area hydro thermal power system, energy-efficient and reliable depth-based routing

Handbook of Research on Optimizing Healthcare Management Techniques

Handbook of Research on Optimizing Healthcare Management Techniques
  • Author : Wickramasinghe, Nilmini
  • Publisher : IGI Global
  • Release Date : 2019-12-27
  • ISBN : 9781799813729
GET THIS BOOKHandbook of Research on Optimizing Healthcare Management Techniques

Healthcare is noted for using leading-edge technologies and embracing new scientific discoveries to enable better cures for diseases and better means to enable early detection of most life-threatening diseases. However, the healthcare industry globally, and in the US specifically, has been extremely slow to adopt technologies that focus on better practice management and administrative needs. Presently, healthcare is grappling with many challenges both nationally and globally, including escalating costs, a move to a preventative care environment, and a technologically savvy