Blockchain And Deep Learning For Smart Healthcare

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Blockchain and Deep Learning for Smart Healthcare

Akansha Singh,Anuradha Dhull,Krishna Kant Singh
Blockchain and Deep Learning for Smart Healthcare Book PDF

Author : Akansha Singh,Anuradha Dhull,Krishna Kant Singh
Publisher : John Wiley & Sons
Page : 356 pages
File Size : 47,9 Mb
Release : 2023-12-14
Category : Computers
ISBN : 9781119792383

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Blockchain and Deep Learning for Smart Healthcare by Akansha Singh,Anuradha Dhull,Krishna Kant Singh Pdf

BLOCKCHAIN and DEEP LEARNING for SMART HEALTHCARE The book discusses the popular use cases and applications of blockchain technology and deep learning in building smart healthcare. The book covers the integration of blockchain technology and deep learning for making smart healthcare systems. Blockchain is used for health record-keeping, clinical trials, patient monitoring, improving safety, displaying information, and transparency. Deep learning is also showing vast potential in the healthcare domain. With the collection of large quantities of patient records and data, and a trend toward personalized treatments. there is a great need for automated and reliable processing and analysis of health information. This book covers the popular use cases and applications of both the above-mentioned technologies in making smart healthcare. Audience Comprises professionals and researchers working in the fields of deep learning, blockchain technology, healthcare & medical informatics. In addition, as the book provides insights into the convergence of deep learning and blockchain technology in healthcare systems and services, medical practitioners as well as healthcare professionals will find this essential reading.

Digital Health Transformation with Blockchain and Artificial Intelligence

Chinmay Chakraborty
Digital Health Transformation with Blockchain and Artificial Intelligence Book PDF

Author : Chinmay Chakraborty
Publisher : CRC Press
Page : 370 pages
File Size : 46,5 Mb
Release : 2022-05-10
Category : Computers
ISBN : 9781000580945

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Digital Health Transformation with Blockchain and Artificial Intelligence by Chinmay Chakraborty Pdf

The book Digital Health Transformation with Blockchain and Artificial Intelligence covers the global digital revolution in the field of healthcare sector. The population has been overcoming the COVID-19 period; therefore, we need to establish intelligent digital healthcare systems using various emerging technologies like Blockchain and Artificial Intelligence. Internet of Medical Things is the technological revolution that has included the element of "smartness" in the healthcare industry and also identifying, monitoring, and informing service providers about the patient’s clinical information with faster delivery of care services. This book highlights the important issues i.e. (a) How Internet of things can be integrated with the healthcare ecosystem for better diagnostics, monitoring, and treatment of the patients, (b) Artificial Intelligence for predictive and preventive healthcare systems, (c) Blockchain for managing healthcare data to provide transparency, security, and distributed storage, and (d) Effective remote diagnostics and telemedicine approach for developing smart care. The book encompasses chapters belong to the blockchain, Artificial Intelligence, and Big health data technologies. Features: Blockchain and internet of things in healthcare systems Secure Digital Health Data Management in Internet of Things Public Perception towards AI-Driven Healthcare Security, privacy issues and challenges in adoption of smart digital healthcare Big data analytics and Internet of things in the pandemic era Clinical challenges for digital health revolution Artificial intelligence for advanced healthcare Future Trajectory of Healthcare with Artificial Intelligence 9 Parkinson disease pre-diagnosis using smart technologies Emerging technologies to combat the COVID-19 Machine Learning and Internet of Things in Digital Health Transformation Effective Remote Healthcare and Telemedicine Approaches Legal implication of blockchain technology in public health This Book on "Digital Health Transformation with Blockchain and Artificial Intelligence" aims at promoting and facilitating exchanges of research knowledge and findings across different disciplines on the design and investigation of secured healthcare data analytics. It can also be used as a textbook for a Masters course in security and biomedical engineering. This book will also present new methods for the medical data analytics, blockchain technology, and diagnosis of different diseases to improve the quality of life in general, and better integration into digital healthcare.

Exploration of Artificial Intelligence and Blockchain Technology in Smart and Secure Healthcare

Arvind K. Sharma, Dalip Kamboj, Savita Wadhawan, Gousia Habib, Samiya Khan, Valentina Emilia Balas
Exploration of Artificial Intelligence and Blockchain Technology in Smart and Secure Healthcare Book PDF

Author : Arvind K. Sharma, Dalip Kamboj, Savita Wadhawan, Gousia Habib, Samiya Khan, Valentina Emilia Balas
Publisher : Bentham Science Publishers
Page : 316 pages
File Size : 49,5 Mb
Release : 2024-03-27
Category : Computers
ISBN : 9789815165456

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Exploration of Artificial Intelligence and Blockchain Technology in Smart and Secure Healthcare by Arvind K. Sharma, Dalip Kamboj, Savita Wadhawan, Gousia Habib, Samiya Khan, Valentina Emilia Balas Pdf

This book offers in-depth reviews of different techniques and novel approaches of using blockchain and artificial intelligence in smart healthcare services. The volume brings 14 reviews and research articles written by academicians, researchers and industry professionals to give readers a current perspective of smart healthcare solutions for medical and public health services. The book starts with examples of how blockchain can be applied in healthcare services such as the care of osteoporosis patients and security. Several chapters review AI models for disease detection including breast cancer, colon cancer and anemia. The authors have included model design and parameters for the benefit of professionals who want to implement specific algorithms. Furthermore, the book also includes chapters on IoT frameworks for smart healthcare systems, giving readers a primer on how to utilize the technology in this sector. Additional use cases for machine learning for gesture learning. COVID-19 management, and sentiment analysis.

Deep Learning for Smart Healthcare

K. Murugeswari,B. Sundaravadivazhagan,S Poonkuntran,Thendral Puyalnithi
Deep Learning for Smart Healthcare Book PDF

Author : K. Murugeswari,B. Sundaravadivazhagan,S Poonkuntran,Thendral Puyalnithi
Publisher : CRC Press
Page : 309 pages
File Size : 47,8 Mb
Release : 2024-05-15
Category : Medical
ISBN : 9781040021378

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Deep Learning for Smart Healthcare by K. Murugeswari,B. Sundaravadivazhagan,S Poonkuntran,Thendral Puyalnithi Pdf

Deep learning can provide more accurate results compared to machine learning. It uses layered algorithmic architecture to analyze data. It produces more accurate results since learning from previous results enhances its ability. The multi-layered nature of deep learning systems has the potential to classify subtle abnormalities in medical images, clustering patients with similar characteristics into risk-based cohorts, or highlighting relationships between symptoms and outcomes within vast quantities of unstructured data. Exploring this potential, Deep Learning for Smart Healthcare: Trends, Challenges and Applications is a reference work for researchers and academicians who are seeking new ways to apply deep learning algorithms in healthcare, including medical imaging and healthcare data analytics. It covers how deep learning can analyze a patient’s medical history efficiently to aid in recommending drugs and dosages. It discusses how deep learning can be applied to CT scans, MRI scans and ECGs to diagnose diseases. Other deep learning applications explored are extending the scope of patient record management, pain assessment, new drug design and managing the clinical trial process. Bringing together a wide range of research domains, this book can help to develop breakthrough applications for improving healthcare management and patient outcomes.

Blockchain and IoT based Smart Healthcare Systems

L. Ashok Kumar, D. Karthika Renuka, Sonali Agarwal, Sheng-Lung Peng
Blockchain and IoT based Smart Healthcare Systems Book PDF

Author : L. Ashok Kumar, D. Karthika Renuka, Sonali Agarwal, Sheng-Lung Peng
Publisher : Bentham Science Publishers
Page : 306 pages
File Size : 50,7 Mb
Release : 2024-02-22
Category : Computers
ISBN : 9789815196306

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Blockchain and IoT based Smart Healthcare Systems by L. Ashok Kumar, D. Karthika Renuka, Sonali Agarwal, Sheng-Lung Peng Pdf

New technologies like blockchain and Internet of Things (IoT) are constantly improving the state-of-the-art in healthcare services. The trend of keeping medical records in digital formats is also increasing the reliance of modern healthcare service providers on these new technologies. This edited book brings a collection of reviews on blockchain and IoT technologies that are driving innovation in digital and smart healthcare systems. The editors bring an academic and practical approach to assist professionals and readers in understanding computerized healthcare solutions. 16 referenced chapters provide knowledge about fundamental framework, research insights, and empirical evidence for effective smart healthcare applications. The chapters also cover benefits and challenges of specific smart health frameworks, giving an informative overview of the subject. Key themes of the book include: 1. Technological Foundations for Smart Healthcare 2. Blockchain Applications in Healthcare 3. Internet of Things (IoT) in Healthcare 4. Artificial Intelligence (AI) Integration 5. Security, Privacy, and Authentication 6. Medical Imaging and Deep Learning 7. Telemedicine The content in the book is designed to help administrators and healthcare professionals to understand the basics of blockchain tech and IoT in smart healthcare systems and strengthen the competitive advantage of their clinics.

Implementation of Smart Healthcare Systems using AI, IoT, and Blockchain

Chinmay Chakraborty,Subhendukumar Pani,Mohd Abdul Ahad,Qin Xin
Implementation of Smart Healthcare Systems using AI IoT and Blockchain Book PDF

Author : Chinmay Chakraborty,Subhendukumar Pani,Mohd Abdul Ahad,Qin Xin
Publisher : Academic Press
Page : 299 pages
File Size : 44,9 Mb
Release : 2022-09-27
Category : Technology & Engineering
ISBN : 9780323919364

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Implementation of Smart Healthcare Systems using AI, IoT, and Blockchain by Chinmay Chakraborty,Subhendukumar Pani,Mohd Abdul Ahad,Qin Xin Pdf

Implementation of Smart Healthcare Systems using AI, IoT, and Blockchain provides imperative research on the development of data fusion and analytics for healthcare and their implementation into current issues in a real-time environment. While highlighting IoT, bio-inspired computing, big data, and evolutionary programming, the book explores various concepts and theories of data fusion, IoT, and Big Data Analytics. It also investigates the challenges and methodologies required to integrate data from multiple heterogeneous sources, analytical platforms in healthcare sectors. This book is unique in the way that it provides useful insights into the implementation of a smart and intelligent healthcare system in a post-Covid-19 world using enabling technologies like Artificial Intelligence, Internet of Things, and blockchain in providing transparent, faster, secure and privacy preserved healthcare ecosystem for the masses. Explains how IoT can be integrated into the healthcare ecosystem for better diagnostics, monitoring and treatment Includes AI for predictive and preventive healthcare Describes blockchain for managing healthcare data to provide transparency, security and distributed storage Offers effective remote diagnostics and telemedicine approaches Highlights the importance of gold standard medical datasets for improved modeling and analysis

Blockchain and Machine Learning for e-Healthcare Systems

Balusamy Balamurugan,Naveen Chilamkurti,T. Lucia Agnes Beena,T. Poongodi
Blockchain and Machine Learning for e Healthcare Systems Book PDF

Author : Balusamy Balamurugan,Naveen Chilamkurti,T. Lucia Agnes Beena,T. Poongodi
Publisher : Institution of Engineering and Technology
Page : 480 pages
File Size : 54,7 Mb
Release : 2020-11-13
Category : Computers
ISBN : 9781839531149

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Blockchain and Machine Learning for e-Healthcare Systems by Balusamy Balamurugan,Naveen Chilamkurti,T. Lucia Agnes Beena,T. Poongodi Pdf

Blockchain and machine learning technologies can mitigate healthcare issues such as slow access to medical data, poor system interoperability, lack of patient agency, and data quality and quantity for medical research. Blockchain technology facilitates and secures the storage of information in such a way that doctors can see a patient's entire medical history, but researchers see only statistical data instead of any personal information. Machine learning can make use of this data to notice patterns and give accurate predictions, providing more support for the patients and also in research related fields where there is a need for accurate data to predict credible results.

Artificial Intelligence, Blockchain and IoT for Smart Healthcare

Hitesh Kumar Sharma,Anuj Kumar,Sangeeta Pant,Mangey Ram
Artificial Intelligence Blockchain and IoT for Smart Healthcare Book PDF

Author : Hitesh Kumar Sharma,Anuj Kumar,Sangeeta Pant,Mangey Ram
Publisher : CRC Press
Page : 125 pages
File Size : 48,9 Mb
Release : 2022-11-30
Category : Computers
ISBN : 9781000774375

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Artificial Intelligence, Blockchain and IoT for Smart Healthcare by Hitesh Kumar Sharma,Anuj Kumar,Sangeeta Pant,Mangey Ram Pdf

The concepts of telemedicine and e-healthcare have eased as well as improved the reachability of experienced doctors and medical staff to remote patients. A patient who is living in a remote village area can directly connect to specialist doctors across the globe though his/her mobile phone using telemedicine systems and e-healthcare services. In pandemic situations like COVID-19, these online platforms helped society to get medical treatment from their residence without any physical movement. Technology is transforming human lives by playing an important role in the planning, designing, and development of intelligent systems for better service. This book presents a cross-disciplinary perspective on the concept of machine learning, blockchain and IoT by congregating cutting-edge research and insights. It also identifies and discusses various advanced technologies such as internet of things (IoT), big data analytics, machine learning, artificial intelligence, cyber security, cloud computing, sensors and so on that are vital to foster the development of smart healthcare and telemedicine systems by providing effective solutions to the medical challenges faced by humankind.

Blockchain and Deep Learning for Smart Healthcare

Akansha Singh,Krishna Kant Singh
Blockchain and Deep Learning for Smart Healthcare Book PDF

Author : Akansha Singh,Krishna Kant Singh
Publisher : John Wiley & Sons
Page : 484 pages
File Size : 51,7 Mb
Release : 2024-01-04
Category : Computers
ISBN : 9781119791744

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Blockchain and Deep Learning for Smart Healthcare by Akansha Singh,Krishna Kant Singh Pdf

BLOCKCHAIN and DEEP LEARNING for SMART HEALTHCARE The book discusses the popular use cases and applications of blockchain technology and deep learning in building smart healthcare. The book covers the integration of blockchain technology and deep learning for making smart healthcare systems. Blockchain is used for health record-keeping, clinical trials, patient monitoring, improving safety, displaying information, and transparency. Deep learning is also showing vast potential in the healthcare domain. With the collection of large quantities of patient records and data, and a trend toward personalized treatments. there is a great need for automated and reliable processing and analysis of health information. This book covers the popular use cases and applications of both the above-mentioned technologies in making smart healthcare. Audience Comprises professionals and researchers working in the fields of deep learning, blockchain technology, healthcare & medical informatics. In addition, as the book provides insights into the convergence of deep learning and blockchain technology in healthcare systems and services, medical practitioners as well as healthcare professionals will find this essential reading.

AI and Blockchain in Healthcare

Bipin Kumar Rai,Gautam Kumar,Vipin Balyan
AI and Blockchain in Healthcare Book PDF

Author : Bipin Kumar Rai,Gautam Kumar,Vipin Balyan
Publisher : Springer Nature
Page : 241 pages
File Size : 40,5 Mb
Release : 2023-04-30
Category : Computers
ISBN : 9789819903771

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AI and Blockchain in Healthcare by Bipin Kumar Rai,Gautam Kumar,Vipin Balyan Pdf

This book presents state-of-the-art blockchain and AI advances in health care. Healthcare service is increasingly creating the scope for blockchain and AI applications to enter the biomedical and healthcare world. Today, blockchain, AI, ML, and deep learning are affecting every domain. Through its cutting-edge applications, AI and ML are helping transform the healthcare industry for the better. Blockchain is a decentralization communication platform that has the potential to decentralize the way we store data and manage information. Blockchain technology has potential to reduce the role of middleman, one of the most important regulatory actors in our society. Transactions are simultaneously secure and trustworthy due to the use of cryptographic principles. In recent years, blockchain technology has become very trendy and has penetrated different domains, mostly due to the popularity of cryptocurrencies. One field where blockchain technology has tremendous potential is health care, due to the need for a more patient-centric approach in healthcare systems to connect disparate systems and to increase the accuracy of electronic healthcare records (EHRs).

Blockchain Technology in Healthcare Applications

Bharat Bhushan,Nitin Rakesh,Yousef Farhaoui,Parma Nand,Bhuvan Unhelkar
Blockchain Technology in Healthcare Applications Book PDF

Author : Bharat Bhushan,Nitin Rakesh,Yousef Farhaoui,Parma Nand,Bhuvan Unhelkar
Publisher : CRC Press
Page : 346 pages
File Size : 52,9 Mb
Release : 2022-04-18
Category : Computers
ISBN : 9781000568899

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Blockchain Technology in Healthcare Applications by Bharat Bhushan,Nitin Rakesh,Yousef Farhaoui,Parma Nand,Bhuvan Unhelkar Pdf

Tremendous growth in healthcare treatment techniques and methods has led to the emergence of numerous storage and communication problems and need for security among vendors and patients. This book brings together latest applications and state-of-the-art developments in healthcare sector using Blockchain technology. It explains how blockchain can enhance security, privacy, interoperability, and data accessibility including AI with blockchains, blockchains for medical imaging to supply chain management, and centralized management/clearing houses alongside DLT. Features: Includes theoretical concepts, empirical studies and detailed overview of various aspects related to development of healthcare applications from a reliable, trusted, and secure data transmission perspective. Provide insights on business applications of Blockchain, particularly in the healthcare sector. Explores how Blockchain can solve the transparency issues in the clinical research. Discusses AI with Blockchains, ranging from medical imaging to supply chain management. Reviews benchmark testing of AI with Blockchains and its impacts upon medical uses. This book aims at researchers and graduate students in healthcare information systems, computer and electrical engineering.

Artificial Intelligence and Internet of Things

Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte
Artificial Intelligence and Internet of Things Book PDF

Author : Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte
Publisher : CRC Press
Page : 406 pages
File Size : 40,5 Mb
Release : 2021-08-25
Category : Health & Fitness
ISBN : 9781000386257

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Artificial Intelligence and Internet of Things by Lalit Mohan Goyal,Tanzila Saba,Amjad Rehman,Souad Larabi-Marie-Sainte Pdf

This book reveals the applications of AI and IoT in smart healthcare and medical systems. It provides core principles, algorithms, protocols, emerging trends, security problems, and the latest e-healthcare services findings. The book also provides case studies and discusses how AI and IoT applications such as wireless devices, sensors, and deep learning could play a major role in assisting patients, doctors, and pharmaceutical staff. It focuses on how to use AI and IoT to keep patients safe and healthy and, at the same time, empower physicians to deliver superlative care. This book is written for researchers and practitioners working in the information technology, computer science, and medical equipment manufacturing industry for products and services having basic- and high-level AI and IoT applications. The book is also a useful guide for academic researchers and students.

Internet of Things Based Smart Healthcare

Suparna Biswas,Chandreyee Chowdhury,Biswaranjan Acharya,Chuan-Ming Liu
Internet of Things Based Smart Healthcare Book PDF

Author : Suparna Biswas,Chandreyee Chowdhury,Biswaranjan Acharya,Chuan-Ming Liu
Publisher : Springer Nature
Page : 394 pages
File Size : 42,5 Mb
Release : 2022-07-18
Category : Computers
ISBN : 9789811914089

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Internet of Things Based Smart Healthcare by Suparna Biswas,Chandreyee Chowdhury,Biswaranjan Acharya,Chuan-Ming Liu Pdf

This book provides both the developers and the users with an awareness of the challenges and opportunities of advancements in healthcare paradigm with the application and availability of advanced hardware, software, tools, technique or algorithm development stemming the Internet of Things. The book helps readers to bridge the gap in their three understanding of three major domains and their interconnections: Hardware tested and software APP development for data collection, intelligent protocols for analysis and knowledge extraction. Medical expertise to interpret extracted knowledge towards disease prediction or diagnosis and support. Security experts to ensure data correctness for precise advice. The book provides state-of-the-art overviews by active researchers, technically elaborating healthcare architectures/frameworks, protocols, algorithms, methodologies followed by experimental results and evaluation. Future direction and scope will be precisely documented for interested readers.

IoT, Machine Learning and Data Analytics for Smart Healthcare

Mourade Azrour,Jamal Mabrouki,Azidine Guezzaz,Sultan Ahmad,Shakir Khan,Said Benkirane
IoT Machine Learning and Data Analytics for Smart Healthcare Book PDF

Author : Mourade Azrour,Jamal Mabrouki,Azidine Guezzaz,Sultan Ahmad,Shakir Khan,Said Benkirane
Publisher : CRC Press
Page : 118 pages
File Size : 47,6 Mb
Release : 2024-03-13
Category : Computers
ISBN : 9781003860662

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IoT, Machine Learning and Data Analytics for Smart Healthcare by Mourade Azrour,Jamal Mabrouki,Azidine Guezzaz,Sultan Ahmad,Shakir Khan,Said Benkirane Pdf

Machine learning, Internet of Things (IoT) and data analytics are new and fresh technologies that are being increasingly adopted in the field of medicine. This book positions itself at the forefront of this movement, exploring the beneficial applications of these new technologies and how they are gradually creating a smart healthcare system. This book details the various ways in which machine learning, data analytics and IoT solutions are instrumental in disease prediction in smart healthcare. For example, wearable sensors further help doctors and healthcare managers to monitor patients remotely and collect their health parameters in real-time, which can then be used to create datasets to develop machine learning models that can aid in the prediction and detection of any susceptible disease. In this way, smart healthcare can provide novel solutions to traditional medical issues. This book is a useful overview for scientists, researchers, practitioners and academics specialising in the field of intelligent healthcare, as well as containing additional appeal as a reference book for undergraduate and graduate students

Immersive Virtual and Augmented Reality in Healthcare

Rajendra Kumar,Vishal Jain,Garry Tan Wei Han,Adberezak Touzene
Immersive Virtual and Augmented Reality in Healthcare Book PDF

Author : Rajendra Kumar,Vishal Jain,Garry Tan Wei Han,Adberezak Touzene
Publisher : CRC Press
Page : 222 pages
File Size : 55,9 Mb
Release : 2023-10-09
Category : Computers
ISBN : 9781000964059

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Immersive Virtual and Augmented Reality in Healthcare by Rajendra Kumar,Vishal Jain,Garry Tan Wei Han,Adberezak Touzene Pdf

The book acts as a guide, taking the reader into the smart system domain and providing theoretical and practical knowledge along with case studies in smart healthcare. The book uses a blend of interdisciplinary approaches such as IoT, blockchain, augmented reality, and virtual reality for the implementation of cost-effective, real-time, and user-friendly solutions for healthcare problems. Immersive Virtual and Augmented Reality in Healthcare: An IoT and Blockchain Perspective presents the trends, best practices, techniques, developments, sensors, materials, and case studies that are using augmented and virtual reality environments with the state-of-the-art latest technologies like IoT, blockchain, and machine learning in the implementation of healthcare systems. The book focuses on the design and implementation of smart healthcare systems with major challenges to further explore more robust and efficient healthcare solutions in terms of low cost, faster algorithms, more sensitive IoT sensors, faster data communication, and real-time solutions for treatment. It discusses the use of virtual and augmented reality and how it can provide user-friendly and interactive communication within healthcare systems. Illustrated through case studies, the book conveys how different hospitals and healthcare equipment providers can adopt good practices found in the book to improve the performance/productivity of their staff and system. The content is rounded out by providing how IoT, blockchain, and artificial intelligence can provide the framework for designing and/or upgrading traditional healthcare systems by increasing security and data privacy. A valuable resource for engineers working with systems, the healthcare professionals involved in the design and development of healthcare devices and systems, researcher scholars, multidisciplinary scientists, students, and academics who are wishing to explore the use of virtual and augmented reality in new and existing healthcare systems.