Blockchain Applications for Healthcare Informatics Beyond 5G.
Sudeep Tanwar.
Blockchain Applications for Healthcare Informatics Beyond 5G. - London : Academic Press, 2022.
Cover
Title page
Table of Contents
Copyright
Contributors
1: Blockchain-based transaction validation for patient interoperability in Healthcare 4.0
Abstract
1: Introduction
2: Intricacies of blockchain
3: Healthcare 4.0
4: How a blockchain EHR system would work
5: Blockchain-assisted secured transaction validation for patient interoperability
6: Flexible smart contract for enhanced interoperability
7: Open issues and challenges
8: Conclusion
References
2: NFC-enabled packaging to detect tampering and prevent counterfeiting: Enabling a complete supply chain using blockchain and CPS
Abstract
Acknowledgments
1: Introduction
2: Literature survey
3: Methodologies and structural design
4: Application development
5: Recommendations
6: Novelties in the work
7: Future research directions and limitations
8: Case studies
9: Concluding remarks
References
3: Optimized segmentation of white patches in skin lesion images
Abstract
1: Introduction
2: Proposed methodology
3: Results and discussion
4: Conclusion
References
4: Blockchain applications for the healthcare sector: Uses beyond Bitcoin
Abstract
1: Introduction
2: Implementations of blockchain in healthcare
3: Motivations for using the blockchain-based EHR system
4: Proposed patient-centered blockchain model
5: Applications of blockchain technology to combat COVID-19
6: Conclusion
References
5: Artificial intelligence and blockchain: Implementation perspectives for healthcare beyond 5G
Abstract
1: Introduction
2: Literature survey
3: Application domains
4: Implementation perspectives
5: Blockchain beyond 5G for healthcare
6: Benefits and challenges of AI and blockchain convergence
7: Case study based on a recent scenario
8: Conclusion
References
6: Combining blockchain and machine learning in healthcare and health informatics: An exploratory study
Abstract
1: Introduction
2: Literature survey
3: Overview of blockchain technology
4: Proposed work
5: Conclusion
References
7: IoT and blockchain technology in 5G smart healthcare
Abstract
1: Introduction
2: Architecture of 5G network for smart healthcare solutions
3: Classifications of 5G smart healthcare
4: Research on smart healthcare and 5G
5: Issues and challenges of 5G
6: Blockchain use in smart healthcare
7: Conclusion
References
8: Smart healthcare using blockchain technologies: The importance, applications, and challenges
Abstract
1: Introduction
2: Literature review
3: Blockchain and 5G technology
4: Applications of 5G-enabled blockchain in healthcare informatics
5: Challenges for blockchain in healthcare
6: Case study
7: Comparative study of existing blockchain-based EHR systems
8: Conclusion
References
9: Device-to-device and millimeter waves communication for 5G healthcare informatics
Abstract
1: Introduction
2: Healthcare informatics requirements
3: D2D communications for 5G healthcare informatics
4: Millimeter waves for 5G healthcare informatics
5: Leveraging mmWaves and D2D in healthcare
6: Conclusion
References
10: Blockchain-based privacy approaches for 5G healthcare informatics
Abstract
1: Introduction to blockchain-based smart healthcare systems
2: Transformative ecosystem: 5G
3: Blockchain-based healthcare informatics with 5G support
4: Applications that use 5G technology in healthcare systems
5: Data privacy approaches in healthcare and open research areas in the domain
6: Case study—Telemedicine: A blockchain-based smart healthcare system
7: Conclusion
References
11: Security- and privacy-preserving ML/DL paradigms for 5G communication technology in smart healthcare
Abstract
1: Introduction
2: Smart healthcare
3: Machine learning in healthcare
4: Deep learning in healthcare
5: Clinical workflow using ML/DL
6: Security, privacy, and federated learning in healthcare
7: Conclusion
References
Further reading
12: BEST: Blockchain-Enabled Secure Technology in a healthcare management system
Abstract
1: Introduction
2: Literature review
3: Characteristics of blockchain technology
4: Security and privacy concerns in healthcare
5: Technological advantages of blockchain
6: The problem statement
7: The system architecture: Ethereum—Remix IDE
8: The proposed methodology
9: Conclusion
References
13: Amalgamation of blockchain, IoT, and 5G to improve security and privacy of smart healthcare systems
Abstract
1: Introduction
2: 5G-based smart healthcare technologies
3: Security and privacy issues in smart healthcare
4: Security concerns in healthcare data
5: Comparative analysis of healthcare data using IoT and blockchain
6: Open research challenges and future directions
7: Contextual investigation of the IBM blockchain healthcare drive
8: Conclusion
References
14: Reliability of 5G in human health monitoring using blockchain technology
Abstract
1: Introduction
2: Existing approach
3: Proposed system
4: Results
5: Conclusion
References
15: The importance of 5G healthcare using blockchain technologies
Abstract
1: Introduction
2: Background
3: Adoption of blockchain technology in 5G healthcare
4: Discussion
5: Research directions
6: Conclusions
References
16: Security and privacy in cloud-/edge-/fog-based schemes
Abstract
1: Introduction
2: Literature review
3: Security and privacy
4: Healthcare industry
5: Cloud to fog to IoT
6: Blockchain in smart healthcare using 5G
7: Analysis of Healthcare 4.0
8: Future work and challenges
9: Conclusions
References
17: Interpolation-based reversible data hiding with blockchain for secure e-healthcare systems
Abstract
1: Introduction
2: Background
3: Related works
4: Proposed work
5: Experimental results
6: Conclusion
References
18: 5G-enabled deep learning-based framework for healthcare mining: State of the art and challenges
Abstract
1: Introduction
2: Lack of consistency in healthcare data
3: Technological advancements in healthcare: Current state of the art
4: Role of 5G in healthcare
5: HPC 5G-enabled framework for healthcare mining
6: Handling healthcare big data
7: Deep learning and blockchain in healthcare
8: Deep learning models for disease prediction
9: Tools and libraries for deep learning applications
10: Issues and challenges
11: Future research direction
12: Maintaining security and privacy in healthcare informatics
13: Conclusions
References
19: Criminal identification system using face detection with artificial intelligence
Abstract
1: Introduction
2: Literature review
3: Proposed methodology
4: Results and discussion
5: Conclusion
6: Future work
References
20: Analysis of supervised feature selection in bioinformatics
Abstract
1: Introduction
2: Literature review
3: Methodology
4: Conclusion
5: Key findings
References
21: COVID-19 identification and analysis using CT scan images: Deep transfer learning-based approach
Abstract
1: Introduction
2: Related works
3: Proposed model
4: Experiments
5: Conclusions
References
22: Blockchain for 5G-enabled networks in healthcare service based on several aspects
Abstract
1: Introduction
2: Blockchain
3: Healthcare system
4: 5G in healthcare
5: 5G security with blockchain
6: Blockchain for healthcare records
7: Healthcare system and blockchain technology
8: Blockchain applications to ensure the privacy and security of EHR
9: Conclusion
References
Index
Online version restricted to NUS staff and students only through NUSNET.
Blockchain Applications for Healthcare Informatics: Beyond 5G offers a comprehensive survey of 5G-enabled technology in healthcare applications. This book investigates the latest research in blockchain technologies and seeks to answer some of the practical and methodological questions surrounding privacy and security in healthcare. It explores the most promising aspects of 5G for healthcare industries, including how hospitals and healthcare systems can do better. Chapters investigate the detailed framework needed to maintain security and privacy in 5G healthcare services using blockchain technologies, along with case studies that look at various performance evaluation metrics, such as privacy preservation, scalability and healthcare legislation.
Mode of access: World Wide Web.
System requirements: Internet connectivity; World Wide Web browser.
9780323906159
332.042 / TAN
Blockchain Applications for Healthcare Informatics Beyond 5G. - London : Academic Press, 2022.
Cover
Title page
Table of Contents
Copyright
Contributors
1: Blockchain-based transaction validation for patient interoperability in Healthcare 4.0
Abstract
1: Introduction
2: Intricacies of blockchain
3: Healthcare 4.0
4: How a blockchain EHR system would work
5: Blockchain-assisted secured transaction validation for patient interoperability
6: Flexible smart contract for enhanced interoperability
7: Open issues and challenges
8: Conclusion
References
2: NFC-enabled packaging to detect tampering and prevent counterfeiting: Enabling a complete supply chain using blockchain and CPS
Abstract
Acknowledgments
1: Introduction
2: Literature survey
3: Methodologies and structural design
4: Application development
5: Recommendations
6: Novelties in the work
7: Future research directions and limitations
8: Case studies
9: Concluding remarks
References
3: Optimized segmentation of white patches in skin lesion images
Abstract
1: Introduction
2: Proposed methodology
3: Results and discussion
4: Conclusion
References
4: Blockchain applications for the healthcare sector: Uses beyond Bitcoin
Abstract
1: Introduction
2: Implementations of blockchain in healthcare
3: Motivations for using the blockchain-based EHR system
4: Proposed patient-centered blockchain model
5: Applications of blockchain technology to combat COVID-19
6: Conclusion
References
5: Artificial intelligence and blockchain: Implementation perspectives for healthcare beyond 5G
Abstract
1: Introduction
2: Literature survey
3: Application domains
4: Implementation perspectives
5: Blockchain beyond 5G for healthcare
6: Benefits and challenges of AI and blockchain convergence
7: Case study based on a recent scenario
8: Conclusion
References
6: Combining blockchain and machine learning in healthcare and health informatics: An exploratory study
Abstract
1: Introduction
2: Literature survey
3: Overview of blockchain technology
4: Proposed work
5: Conclusion
References
7: IoT and blockchain technology in 5G smart healthcare
Abstract
1: Introduction
2: Architecture of 5G network for smart healthcare solutions
3: Classifications of 5G smart healthcare
4: Research on smart healthcare and 5G
5: Issues and challenges of 5G
6: Blockchain use in smart healthcare
7: Conclusion
References
8: Smart healthcare using blockchain technologies: The importance, applications, and challenges
Abstract
1: Introduction
2: Literature review
3: Blockchain and 5G technology
4: Applications of 5G-enabled blockchain in healthcare informatics
5: Challenges for blockchain in healthcare
6: Case study
7: Comparative study of existing blockchain-based EHR systems
8: Conclusion
References
9: Device-to-device and millimeter waves communication for 5G healthcare informatics
Abstract
1: Introduction
2: Healthcare informatics requirements
3: D2D communications for 5G healthcare informatics
4: Millimeter waves for 5G healthcare informatics
5: Leveraging mmWaves and D2D in healthcare
6: Conclusion
References
10: Blockchain-based privacy approaches for 5G healthcare informatics
Abstract
1: Introduction to blockchain-based smart healthcare systems
2: Transformative ecosystem: 5G
3: Blockchain-based healthcare informatics with 5G support
4: Applications that use 5G technology in healthcare systems
5: Data privacy approaches in healthcare and open research areas in the domain
6: Case study—Telemedicine: A blockchain-based smart healthcare system
7: Conclusion
References
11: Security- and privacy-preserving ML/DL paradigms for 5G communication technology in smart healthcare
Abstract
1: Introduction
2: Smart healthcare
3: Machine learning in healthcare
4: Deep learning in healthcare
5: Clinical workflow using ML/DL
6: Security, privacy, and federated learning in healthcare
7: Conclusion
References
Further reading
12: BEST: Blockchain-Enabled Secure Technology in a healthcare management system
Abstract
1: Introduction
2: Literature review
3: Characteristics of blockchain technology
4: Security and privacy concerns in healthcare
5: Technological advantages of blockchain
6: The problem statement
7: The system architecture: Ethereum—Remix IDE
8: The proposed methodology
9: Conclusion
References
13: Amalgamation of blockchain, IoT, and 5G to improve security and privacy of smart healthcare systems
Abstract
1: Introduction
2: 5G-based smart healthcare technologies
3: Security and privacy issues in smart healthcare
4: Security concerns in healthcare data
5: Comparative analysis of healthcare data using IoT and blockchain
6: Open research challenges and future directions
7: Contextual investigation of the IBM blockchain healthcare drive
8: Conclusion
References
14: Reliability of 5G in human health monitoring using blockchain technology
Abstract
1: Introduction
2: Existing approach
3: Proposed system
4: Results
5: Conclusion
References
15: The importance of 5G healthcare using blockchain technologies
Abstract
1: Introduction
2: Background
3: Adoption of blockchain technology in 5G healthcare
4: Discussion
5: Research directions
6: Conclusions
References
16: Security and privacy in cloud-/edge-/fog-based schemes
Abstract
1: Introduction
2: Literature review
3: Security and privacy
4: Healthcare industry
5: Cloud to fog to IoT
6: Blockchain in smart healthcare using 5G
7: Analysis of Healthcare 4.0
8: Future work and challenges
9: Conclusions
References
17: Interpolation-based reversible data hiding with blockchain for secure e-healthcare systems
Abstract
1: Introduction
2: Background
3: Related works
4: Proposed work
5: Experimental results
6: Conclusion
References
18: 5G-enabled deep learning-based framework for healthcare mining: State of the art and challenges
Abstract
1: Introduction
2: Lack of consistency in healthcare data
3: Technological advancements in healthcare: Current state of the art
4: Role of 5G in healthcare
5: HPC 5G-enabled framework for healthcare mining
6: Handling healthcare big data
7: Deep learning and blockchain in healthcare
8: Deep learning models for disease prediction
9: Tools and libraries for deep learning applications
10: Issues and challenges
11: Future research direction
12: Maintaining security and privacy in healthcare informatics
13: Conclusions
References
19: Criminal identification system using face detection with artificial intelligence
Abstract
1: Introduction
2: Literature review
3: Proposed methodology
4: Results and discussion
5: Conclusion
6: Future work
References
20: Analysis of supervised feature selection in bioinformatics
Abstract
1: Introduction
2: Literature review
3: Methodology
4: Conclusion
5: Key findings
References
21: COVID-19 identification and analysis using CT scan images: Deep transfer learning-based approach
Abstract
1: Introduction
2: Related works
3: Proposed model
4: Experiments
5: Conclusions
References
22: Blockchain for 5G-enabled networks in healthcare service based on several aspects
Abstract
1: Introduction
2: Blockchain
3: Healthcare system
4: 5G in healthcare
5: 5G security with blockchain
6: Blockchain for healthcare records
7: Healthcare system and blockchain technology
8: Blockchain applications to ensure the privacy and security of EHR
9: Conclusion
References
Index
Online version restricted to NUS staff and students only through NUSNET.
Blockchain Applications for Healthcare Informatics: Beyond 5G offers a comprehensive survey of 5G-enabled technology in healthcare applications. This book investigates the latest research in blockchain technologies and seeks to answer some of the practical and methodological questions surrounding privacy and security in healthcare. It explores the most promising aspects of 5G for healthcare industries, including how hospitals and healthcare systems can do better. Chapters investigate the detailed framework needed to maintain security and privacy in 5G healthcare services using blockchain technologies, along with case studies that look at various performance evaluation metrics, such as privacy preservation, scalability and healthcare legislation.
Mode of access: World Wide Web.
System requirements: Internet connectivity; World Wide Web browser.
9780323906159
332.042 / TAN