TY - BOOK AU - Sudeep Tanwar TI - Blockchain Applications for Healthcare Informatics: Beyond 5G SN - 9780323906159 U1 - 332.042 PY - 2022/// CY - London PB - Academic Press, N1 - 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 N2 - 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 ER -