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This book will provide readers with a comprehensive understanding of how federated learning and Blockchain based decentralized solutions are revolutionizing patient-centered care, ensuring data security, and encouraging collaborative networks in the healthcare sector. It also offers the insightful analysis through real-world case studies.
Inhaltsverzeichnis
Chapter 1 Recent trends for individual Virtual Healthcare Chapter 2 Securing the Future of Health: A Survey on Data Protection and Privacy Techniques in a Decentralized System Chapter 3 Integrating Blockchain and Federated Learning for Secure and Decentralized Data Management Chapter 4 Fundamentals of Blockchain and Federated Learning: Concepts, Types, and ApplicationsFundamentals of Blockchain and Federated Learning: Concepts, Types, and Applications Chapter 5 Enhancing AI Privacy and Security: The Synergy of Blockchain and Federated Learning Chapter 6 Federated Learning: Enabling Decentralized AI While Preserving Data Privacy Chapter 7 Improving Electronic Health Record Security with Blockchain: A Comprehensive Analysis of Current Innovations and Future Directions Chapter 8 Secure Federated Learning Framework for Training Deep Learning Models Chapter 9 Blockchain for Electronic Health Records: Advancements, Applications, and Future Prospects Chapter 10 Blockchain in Healthcare: Enhancing Security, Interoperability, and Efficiency Chapter 11 Revolutionizing Electronic Health Records: Blockchain for Secure and Efficient Healthcare Data Management Chapter 12 Revolutionizing Healthcare Systems with Federated Learning and Blockchain: Insights from Case Studies Chapter 13 Securing and Managing Data in Federated Learning for Healthcare Cyber-Physical Systems: A Blockchain Approach. Chapter 14 Blockchain Security in Healthcare: Ensuring Data Integrity and Privacy Chapter 15 Enhancing Security and Efficiency in Healthcare Through Decentralized and Blockchain-Based Solutions Chapter 16 Protection of data and privacy in decentralized healthcare Chapter 17 Collaborative Healthcare Networks for Medicine Chapter 18 LedgerMed Recognising the Perfect Ledger for Patient-Centric Healthcare through Blockchain Chapter 19 The Future of Healthcare Finance with Blockchain: Predictions and Trends Chapter 20 The Interoperability Challenge in Healthcare Chapter 21 Way Ahead: Decentralized Healing Based on Blockchain and Federated Learning
Über den Autor / die Autorin
Dr. Sonali Patil (IEEE Senior Member, ACM Senior Member), is a distinguished academician and researcher with over 22 years of experience in computer engineering. She serves as the Chairperson of the IEEE Pune Blockchain Group and Coordinator for R10-level IEEE Blockchain Groups. Currently, she is a Professor and Head of the Computer Engineering Department at Pimpri Chinchwad College of Engineering (PCCoE), Savitribai Phule Pune University (SPPU), Pune, India. Dr. Patil holds a B.E. in Computer Science and Engineering, an M.E. in Computer Engineering, and a Ph.D. in Computer Engineering. She has actively contributed to research and academia by mentoring BTech, MTech, and Ph.D. scholars in the field of Blockchain.
Prof. Amar Buchade (IEEE Senior Member) is currently Chairing IEEE Pune Section. He is an associate professor at Vishwakarma Institute of Information Technology, He has 18+years of teaching experience. His main research areas are Distributed System, Cloud Computing, Distributed System Security, Computer Networks, Internet of things, Blockchain.
Dr. Vidy Potdar serves as the Director of the Blockchain Research and Development Laboratory (BRDL) at Curtin University in Perth, Australia. At BRDL, he spearheads a dedicated team specializing in the research, development, and implementation of commercial Blockchain, AI, and IoT solutions for industry and governmental clients. Under Dr. Vidy's stewardship, the team at Blockchain Laboratory has successfully executed eight notable blockchain projects spanning diverse sectors such as agriculture, sustainability, mining, art, healthcare, supply chain, photography, and recycling in Australia.
Dr. Rajesh Ingle, Chair, IEEE Computer Society Pune Chapter, is currently CEO at Vigix Tech Inc. He is the Former Chancellor Symbiosis and former Dean (Academics) and Head of the Department (Computer Science and Engineering), and Professor at IIIT-NR (Indian Institute of Information Technology, Naya Raipur). Prior to his tenure at IIIT-NR, he held the position of Professor in Computer Science and Engineering at PICT (Pune Institute of Computer Technology), Savitribai Phule Pune University, Pune, India, and served as an Adjunct Professor at Government College of Engineering Pune. Dr. Ingle has made valuable contributions to academia, including being a Senate Member of Savitribai Phule Pune University, Head of the EDC & Business Incubation Centre, and Head of the CE department at PICT, Pune.
