Decentralized Healing: Transforming Healthcare with Federated Learning and Blockchain Technologies
暫譯: 去中心化醫療：利用聯邦學習與區塊鏈技術轉型醫療保健
Patil, Sonali Dhananjay, Ingle, Rajesh, Buchade, Amar
- 出版商: CRC
- 出版日期: 2025-09-29
- 售價: $6,220
- 貴賓價: 9.5 折 $5,909
- 語言: 英文
- 頁數: 418
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032902086
- ISBN-13: 9781032902081
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相關分類:
區塊鏈 Blockchain、Machine Learning
海外代購書籍(需單獨結帳)
商品描述
The convergence of emerging technologies is reshaping industries at an unprecedented pace, and healthcare is no exception. With the rapid digitization of medical records, the proliferation of connected health devices, and the growing need for secure and efficient data management, the healthcare sector faces both immense opportunities and daunting challenges. Among the most promising solutions to these challenges are blockchain technology and federated learning--two revolutionary paradigms that offer a decentralized, privacy-preserving approach to healthcare innovation.
Decentralized Healing: Transforming Healthcare with Federated Learning and Blockchain Technologies aims to serve as a comprehensive guide to understanding and implementing these transformative technologies in the healthcare ecosystem. The chapters in this book cover a diverse range of topics, from fundamental concepts and theoretical frameworks to real-world applications and case studies. Readers will gain insights into how federated learning enables collaborative artificial intelligence (AI) training while preserving patient data privacy, how blockchain ensures data integrity, security, and traceability, and how the integration of these technologies can drive innovations in electronic health records, cybersecurity, and decentralized healthcare networks. A major highlight of this book is its focus on practical applications and future trends. Whether you are a healthcare professional, blockchain/AI researcher, policymaker, or industry leader, it offers valuable knowledge and actionable insights into how decentralized approaches can empower patients, improve medical decision-making, and revolutionize global healthcare infrastructures.
This book serves as a valuable resource for anyone passionate about the future of healthcare and technology. By embracing decentralized and privacy-preserving solutions, we can pave the way for a more secure, efficient, and patient-centric healthcare system.
Let the journey towards decentralized healing begin!
商品描述(中文翻譯)
新興技術的融合正在以前所未有的速度重塑各行各業，醫療保健也不例外。隨著醫療記錄的快速數位化、連接健康設備的激增以及對安全和高效數據管理需求的增加，醫療行業面臨著巨大的機遇和艱巨的挑戰。在這些挑戰中，區塊鏈技術和聯邦學習是最具前景的解決方案之一——這兩種革命性的範式提供了一種去中心化、保護隱私的醫療創新方法。
《去中心化的療癒：利用聯邦學習和區塊鏈技術轉型醫療保健》旨在作為理解和實施這些變革性技術於醫療生態系統中的全面指南。本書的章節涵蓋了多樣的主題，從基本概念和理論框架到實際應用和案例研究。讀者將深入了解聯邦學習如何在保護病人數據隱私的同時實現協作式人工智慧（AI）訓練，區塊鏈如何確保數據的完整性、安全性和可追溯性，以及這些技術的整合如何推動電子健康記錄、網絡安全和去中心化醫療網絡的創新。本書的一大亮點是其對實際應用和未來趨勢的關注。無論您是醫療專業人士、區塊鏈/AI研究者、政策制定者還是行業領袖，本書都提供了有價值的知識和可行的見解，幫助您了解去中心化的方法如何賦能病人、改善醫療決策並徹底改變全球醫療基礎設施。
本書是任何對醫療和技術未來充滿熱情的人的寶貴資源。通過擁抱去中心化和保護隱私的解決方案，我們可以為一個更安全、高效和以病人為中心的醫療系統鋪平道路。
讓我們開始去中心化療癒的旅程吧！
作者簡介
Sonali Dhananjay Patil (IEEE Senior Member and 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 B.Tech., M.Tech., and Ph.D. scholars in the field of blockchain. She has delivered invited talks at national and international forums and served as a Tutorial Chair for IEEE Blockchain Conferences.
Prof. Amar Buchade (IEEE Senior Member) is currently Chairing the IEEE Pune Section. He is an Associate Professor at Vishwakarma Institute of Technology (VIT
Pune). He has 18+ years of teaching experience. His main research areas are distributed system, cloud computing, distributed system security, computer networks,
Internet of things, and 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 Internet of things (IoT) solutions for industry and governmental clients. Under Dr. Vidy's stewardship since the establishment of the Blockchain Laboratory in 2019, the team 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 of Vigix Tech Pte. Ltd. He is the Former Vice Chancellor of Symbiosis and former
Dean (Academics) and Head of the Department (Computer Engineering), and a Professor at the 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. Notably, 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.
作者簡介(中文翻譯)
索納莉·達哈納賈伊·帕提爾（IEEE 高級會員及 ACM 高級會員）是一位傑出的學者和研究者，擁有超過 22 年的計算機工程經驗。她擔任 IEEE 普納區塊鏈小組的主席及 R10 級別 IEEE 區塊鏈小組的協調員。目前，她是印度普納的 Savitribai Phule 普納大學（SPPU）Pimpri Chinchwad 工程學院（PCCoE）計算機工程系的教授及系主任。帕提爾博士擁有計算機科學與工程的學士學位、計算機工程的碩士學位及計算機工程的博士學位。她積極參與研究和學術工作，指導 B.Tech.、M.Tech. 和 Ph.D. 學者在區塊鏈領域的研究。她曾在國內外論壇上發表邀請演講，並擔任 IEEE 區塊鏈會議的教程主席。
阿馬爾·布查德教授（IEEE 高級會員）目前擔任 IEEE 普納分會的主席。他是維什瓦卡爾瑪技術學院（VIT 普納）的副教授，擁有超過 18 年的教學經驗。他的主要研究領域包括分散式系統、雲計算、分散式系統安全、計算機網絡、物聯網及區塊鏈。
維迪·波特達博士擔任澳大利亞珀斯的科廷大學區塊鏈研究與開發實驗室（BRDL）主任。在 BRDL，他領導一支專注於為行業和政府客戶研究、開發及實施商業區塊鏈、人工智慧（AI）和物聯網（IoT）解決方案的專業團隊。自 2019 年區塊鏈實驗室成立以來，在維迪博士的領導下，該團隊成功執行了八個顯著的區塊鏈項目，涵蓋農業、可持續性、採礦、藝術、醫療保健、供應鏈、攝影和回收等多個領域。
拉傑什·英格爾博士，IEEE 計算機學會普納分會主席，目前是 Vigix Tech Pte. Ltd. 的首席執行官。他曾擔任 Symbiosis 的前副校長及前學術院院長和計算機工程系主任，並在 IIIT-NR（印度信息技術學院，納亞萊普爾）擔任教授。在 IIIT-NR 任職之前，他曾在 PICT（普納計算機技術學院）擔任計算機科學與工程教授，並在普納工程學院擔任兼任教授。值得注意的是，英格爾博士對學術界做出了寶貴的貢獻，包括擔任 Savitribai Phule 普納大學的參議院成員、EDC 和商業孵化中心的負責人，以及 PICT 普納的 CE 系主任。
