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2021 | Book

Foundations of Data Science Based Healthcare Internet of Things

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About this book

This book offers a basic understanding of the Internet of Things (IoT), its design issues and challenges for healthcare applications. It also provides details of the challenges of healthcare big data, role of big data in healthcare and techniques, and tools for IoT in healthcare. This book offers a strong foundation to a beginner. All technical details that include healthcare data collection unit, technologies and tools used for the big data analytics implementation are explained in a clear and organized format.

Table of Contents

Frontmatter
Chapter 1. Introduction
Abstract
As stated by Mario Campolargo, European Commission, Belgium “Internet of Things (IoT) will boost the economy while improving our citizens’ life”. This indicates that an expansion of IoT services and products and application development will increase exponentially over coming years. IoT will play key role in smart living for every day-to-day activity. Mainly, IoT has become an integral part of every smart application which includes smart home, smart office, smart factory to smart city and smart country (Konomi and Roussos (eds) in Enriching urban spaces with ambient computing, the Internet of Things, and smart city design. IGI Global, 2016 [1];Schaller and Mueller in Int J Ambient Comput Intell (IJACI) 1:75–85, 2009 [2]). There are many definitions of IoT available in the literature coined by leaders like European Commission, AutoID Labs, Cisco Systems and Tata Consultancy Services and are as follows (Mahalle and Railkar in Identity Management for Internet of Things. River Publishers, Wharton, TX, USA, 2015 [3]; Mahalle in Identity management framework for internet of things. PhD Dissertation: Aalborg University, Denmark, 2013 [4]):
  • “From a network of interconnected computers to a network of interconnected objects”, European Commission
  • “The basic idea of the IoT is that virtually every physical thing in this world can also become a computer that is connected to the Internet”, AutoID Labs
  • “IoT is simply the point in time when more “things or objects” were connected to the Internet than people”, Cisco Systems
  • “A world-wide network of interconnected objects uniquely addressable, based on standard communication protocol” Tata Consultancy Services.
Parikshit N. Mahalle, Sheetal S. Sonawane
Chapter 2. Internet of Things in Healthcare
Abstract
Extending IoT for healthcare domain creates lot of opportunities to improve the lifestyle of the people by replacing traditional healthcare system by smart healthcare system. The current healthcare system works on detect and treat; however, the smart healthcare system follows the methodology of prevention by proactive monitoring and if required treat by remote patient monitoring. The way data is stored and accessed to deliver intelligent seamless services to the patients, tools and techniques designed to provide proactive monitoring, mechanism to support prevention mechanism than detection mechanism enables smart preventive healthcare. Fortunately, the vision and mission of healthcare IoT is supported by all the countries globally, and the budget provision is also made available by these countries. Considering the recent example of Covid-19 pandemic, US Health Ministry has also revised the budget for applying healthcare IoT to any pandemic. This also indicates that in the coming years, there are more opportunities for investors, manufacturer, healthcare organization and healthcare IoT product designers and developers to invest more to generate better revenue.
Parikshit N. Mahalle, Sheetal S. Sonawane
Chapter 3. Big Data, Healthcare and IoT
Abstract
“Big data refers to the tools, processes and procedures allowing an organization to create, manipulate, and manage very large data sets and storage facilities”—according to zdnet.com.
Parikshit N. Mahalle, Sheetal S. Sonawane
Chapter 4. Data Science Techniques, Tools and Algorithms
Abstract
We live in the world where data is everywhere. Websites, your smartphone records your interest, location, profile and update at every second. There are smart gazettes which are recording your heart beats, moving pattern, sleep data and diet information. Extensive knowledge is available in this huge data, and extraction is the study of data science.
Parikshit N. Mahalle, Sheetal S. Sonawane
Chapter 5. Conclusion
Abstract
This section concludes the book and proposes the future outlook which can be explored further to initiate new research avenues.
Parikshit N. Mahalle, Sheetal S. Sonawane
Metadata
Title
Foundations of Data Science Based Healthcare Internet of Things
Authors
Parikshit N. Mahalle
Dr. Sheetal S. Sonawane
Copyright Year
2021
Publisher
Springer Singapore
Electronic ISBN
978-981-336-460-8
Print ISBN
978-981-336-459-2
DOI
https://doi.org/10.1007/978-981-33-6460-8

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