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Unlock the transformative potential of the Metaverse with this crucial book that delves into vital information, security concerns, and innovative applications that can significantly enhance personalized patient care in a rapidly evolving digital landscape.
This book explores insights into information security concerns, preventive measures, and their impact on healthcare applications in the Metaverse. The Metaverse is an amplified virtual world derived from the conjunction of virtual and physical space, where users can interact in an augmented world to meet each other virtually and engage in virtual activities that give authentic practice. The healthcare industry will tremendously benefit from this technology by using it to enhance personalized care for clients. Public health experts believe that while much has been said about the potential of the Metaverse in the entertainment and gaming industry, healthcare is another industry where its impact could be transformational. This volume provides a better understanding of healthcare applications in the Metaverse and why digital information security is of major concern. Recently, the world saw the impacts of the COVID-19 pandemic, which physically stopped mobility. Life is taken care of using digital interactions and the movement of information digitally through the Metaverse. This book explores implementation issues and performance evaluations of emerging technologies, along with research results and networking methods to demonstrate the immense benefits of this emerging technology.
Readers will find this book:
Provides comprehensive coverage of the Metaverse, including theoretical modeling of Metaverse architecture and protocols, prospective challenges, and information security;
Explores wide applications of the Metaverse and their relevance in healthcare;
Introduces solutions to real-life problems and the future prospects of the Metaverse.
Audience
Researchers, students, educators, and healthcare professionals focused on information communication technologies and their benefits in healthcare.
Contents
Preface xvii
Acknowledgments xxi
Part I: Metaverse Technology 1
1 Introduction to Metaverse for Healthcare 3
Amit Sharma
1.1 Introduction of Metaverse 3
1.2 Metaverse in Healthcare 5
1.3 Potential Uses of Metaverse in Healthcare 6
1.4 Technological Infrastructure 14
1.5 Benefits and Opportunities 22
1.6 Challenges and Risks 25
1.7 Metaverse's Prospects for the Future in Healthcare 28
1.8 Conclusion 30
2 Metaverse and Virtual Healthcare: Opportunities and Challenges 37
Diksha Dani, Gaurav Agrawal and Abha Kiran Rajpoot
2.1 Introduction 38
2.2 Metaverse Enabling Technologies 40
2.3 Application in Healthcare 45
2.4 Limitations and Challenges 49
2.5 Conclusion 52
3 Innovation and Accountability: An Ethical Perspective on Metaverse Healthcare 57
Ajay Sudhir Bale
3.1 Introduction 58
3.2 Methodology 59
3.3 Discussion 75
4 The Healthcare Metaverse: Utilizations, Obstacles, and Prospects 81
Shilpa Mahajan
4.1 Introduction 81
4.2 Metaverse 82
4.3 Metaverse Components 83
4.4 AR/VR Technologies 83
4.5 Future Directions 95
4.6 Conclusion 96
5 Creating The Healthcare of Tomorrow: The Metaverse's Opportunities and Challenges 101
Vedanshee Upadhyay and Sourabh Sharma
5.1 Introduction 102
5.2 Analysis: Metaverse and Healthcare 105
5.3 Discussion and Synthesis 110
5.4 Conclusion 112
6 The Role of Metaverse, AI, and 5G in Modernizing Healthcare Platforms 121
Baby Chithra R., Salna Joy and Ajay Sudhir Bale
6.1 Introduction 122
6.2 Application of Metaverse in Healthcare 128
6.3 5G and AI Integration with Metaverse 135
6.4 Conclusion and Future Scope 140
7 Metaverse Makeover: Transforming Patient Care and Wellness in Virtual Realms 147
Ritesh Kumar Jain, Ajay Kumar Vyas, Vishnu Agarwal and Paras Kothari
7.1 Introduction 148
7.2 The Evolution of Healthcare in Virtual Environments 150
7.3 Applications of the Metaverse in Patient Care 153
7.4 Improving Healthcare Education and Training 157
7.5 Challenges and Considerations 161
7.6 Future Directions and Opportunities 165
7.7 Conclusion 167
8 Metaverse in Medical Training and Education 173
Avnish Bora and Sunil Vyas
8.1 Introduction 174
8.2 Virtual Reality 180
8.3 Augmented Reality 182
8.4 The Technology 185
8.5 Market of AR and VR in Healthcare Practice 187
8.6 Case Studies 192
8.7 Future Directions 193
8.8 Conclusion 195
Part II: Security for Metaverse 199
9 Securing Healthcare in the Metaverse: Advance Deep Learning Algorithms for Non-TATA Promoter Classification in Genome Sequencing 201
Om Varshney, Yashasvi Agrawal, Yashasvi Kanathey, Yoginii Waykole, Om Mishra and Harsh S. Dhiman
9.1 Introduction 202
9.2 Literature Review 202
9.3 Methodology 205
9.4 Experimental Setup 208
9.5 Evaluation Metrics 209
9.6 Training Parameters 209
9.7 Results and Discussion 210
9.8 Conclusion 216
10 Data Protection Regulation for E-Health Devices 219
Satwika Dash, Kumash Patel and Manivel Kandasamy
10.1 Introduction to E-Health Devices 220
10.2 Importance of Data Protection Regulations 224
10.3 Security Principles and Data Privacy 227
10.4 Regulatory Requirements and Compliance Framework 231
10.5 Data Transfer and Standard Regulations 235
10.6 Future Data Protection for the E-Health Sector 239
11 An Extensive Review of Current Cybersecurity Trends in the Healthcare Sector 255
Manoj Dhawan and Lalit Purohit
11.1 Introduction 256
11.2 Related Work 258
11.3 Findings from the Review 266
11.4 Limitations and Suggestions for Future Research 270
11.5 Conclusion 272
12 Implementation of Metaverse Technologies and Its Security 277
Manas Tiwari, Kamal Kumar Kushwah, Hameed Khan and Ajay Kumar Vyas
12.1 Introduction 278
12.2 Unpacking the Metaverse and Its Key Ingredients 280
12.3 Patient Engagement and Therapy in the Metaverse 283
12.4 Case Study for the Global Health Initiative 286
12.5 Ethical Factors in VR Therapy 288
12.6 Technological Challenges and Solutions 289
12.7 Conclusion 292
13 Metaverse Technologies, Security, and Applications for Healthcare 297
Shilpi Jindal, Shristi Chaudhary, Shalini Sharma, Meenu Rani and Sonia Bajaj
13.1 Introduction to the Metaverse 298
13.2 Metaverse Technologies: Back to the Basics and Beyond 298
13.3 Security Challenges in the Metaverse for Healthcare 300
14 Leading-Edge Key Management Techniques in the Cryptography: The Metaverse-Driven Strategy 313
Devendra Kuril, Manoj Dhawan and Lalit Purohit
14.1 Introduction 314
14.2 Association of Sections 315
14.3 Significant and Consequence of the Leading-Edge Key Management 315
14.4 Recommended Approaches 317
14.5 An Extremely Efficient Encipher/Decipher Suggested Algorithm 319
14.6 Observation and Examination 321
14.7 Summarization and Future Work 321
Part III: Applications of Metaverse 325
15 Implementation of Metaverse for Healthcare System Modeling 327
Naureen Afrose, Rideb Chakraborty, Ahana Hazra, Pratibha Bhowmick and Mithun Bhowmick
15.1 Introduction 328
15.2 Key Technologies of the Metaverse for Healthcare 329
15.3 Metaverse Implementation in Healthcare Modeling 336
15.4 Benefits of Metaverse for Healthcare System Modeling 343
15.5 Challenges and Considerations 345
15.6 The Future of Metaverse in Healthcare System Modeling 346
15.7 Conclusion 347
16 5G Speeds for Metaverse Healthcare Promises and Challenges 351
Mamta B. Savadatti, Ajay Sudhir Bale, Achyutesh Dixit and Subhashish Tiwari
16.1 Introduction 352
16.2 5G Network Requirements for Metaverse Healthcare 354
16.3 Enabling Metaverse Healthcare Applications with 5G 361
16.4 Challenges in 5G Rollout for Healthcare Metaverse 368
16.5 Risks and Uncertainties 372
16.6 Conclusion and Future Directions 373
17 Incorporating Digital Twin Technology in Healthcare: Prospects and Constraints 379
Krupa Purohit
17.1 Introduction 380
17.2 Leveraging Digital Twin Technology to Enhance Patient Care 381
17.3 Prospects and Constraints 383
17.4 Healthcare Facilities Utilizing Digital Twins 385
17.5 Prospective Avenues for Further Investigation 390
18 Application Perspectives of Digital Twin in Healthcare Using Metaverse 393
Bablu Kumar Singh and Ajay Kumar Vyas
18.1 Introduction 393
18.2 Need for Digital Twin for Healthcare 397
18.3 Opportunity 399
18.4 Applications 399
18.5 Metaverse: Challenges and Opportunity 403
18.6 Conclusion 404
19 Optimizing DHD for Healthcare Applications in the Metaverse 409
Vrunda Patel, Mansvi Patel, Khush Patel and Jignesh Thaker
19.1 Introduction 410
19.2 Materials Used in Dynamic Holography Display 411
19.3 How to Train Network Through CNN for the Optimization of Phase-Only Hologram 416
19.4 Metaverse Technology in Healthcare with Holographic Display 419
20 XAI with Different Methods and Applications in Healthcare 431
Mamta Motiramani, Nainsiben Patel and Alok Kumar Singh
20.1 Introduction 432
20.2 Leveraging Open Data and XAI 433
20.3 Knowledge Graph 436
20.4 Metaverse Using Immersive Technology 437
20.5 Deep Learning-Based Medical Image Analysis 439
20.6 Dynamic Pruning via XAI 440
20.7 Predictive Analytics of Pancreatic Cancer 441
20.8 Approach to Interpretable Healthcare Model 441
20.9 Challenges 444
20.10 Conclusion 446
References 446
Index 451
