1st Edition

Federated Learning for Internet of Medical Things Concepts, Paradigms, and Solutions

Edited By Pronaya Bhattacharya, Ashwin Verma, Sudeep Tanwar Copyright 2023
306 Pages
by CRC Press

306 Pages 104 Color & 25 B/W Illustrations
by CRC Press

306 Pages 104 Color & 25 B/W Illustrations
by CRC Press

This book intends to present emerging Federated Learning (FL)-based architectures, frameworks, and models in Internet of Medical Things (IoMT) applications. It intends to build on the basics of the healthcare industry, the current data sharing requirements, and security and privacy issues in medical data sharing. Once IoMT is presented, the book shifts towards the proposal of privacy-preservation... Read more

 Preface

About the Editors

List of Contributors

1. Potentials of Internet of Medical Things: Fundamentals and Challenges

Tanisha Mishra, Shikha Singh, Bramah Hazela,and Garima Srivastava

2. Artificial Intelligence Applications for IoMT

Vivek Kumar Prasad, Jainil Solanki, Pronaya Bhattacharya, Ashwin Verma, and Madhuri Bhavsar

3. Privacy and Security in Internet of Medical Things

Karthik Ajay, Abhishek S. Mattam, Bivin Joseph, Sohan R., and Ramani Selvanambi

4. IoMT Implementation: Technological Overview for Healthcare Systems

Neha Sharma, Sadhana Tiwari, Md Ilyas, Rajeev Raghuvanshi, and Ashwin Verma

5. A New Method of 5G-Based Mobile Computing for IoMT Applications

Javaid A. Sheikh, Sakeena Akhtar, and Rehana Amin

6. Trusted Federated Learning Solutions for Internet of Medical Things

Sagar Lakhanotra, Jaimik Chauhan, Vivek Kumar Prasad, and Pronaya Bhattacharya

7. Early Prediction of Prevalent Diseases Using IoMT

Jigna Patel, Jitali Patel, Rupal Kapdi, and Shital Patel

8. Trusted Federated Learning for Internet of Medical Things: Solutions and Challenges

Sajid Nazir, Yan Zhang, and Hua Tianfield

9. Security and Privacy Solutions for Healthcare Informatics

Pranshav Gajjar, Shivani Desai, Akash Vegada, Pooja Shah, and Tarjni Vyas

10. IoT-Based Life-Saving Devices Equipped with Ambu Bags for SARS-CoV-2 Patients

Ankit Jain and Anita Shukla

11. Security and Privacy in Federated Learning–Based Internet of Medical Things

Swathi J., G.R. Karpagam, and Raghvendra Singh

12. Use-Cases and Scenarios for Federated Learning Adoption in IoMT

Jonathan Atrey and Ramani Selvanambi

13. Blockchain for Internet of Medical Things

Pranalini Joshi and Prasad Gokhale

Index

Biography

Pronaya Bhattacharya, Ashwin Verma, Sudeep Tanwar