Artificial Intelligence-Enabled Blockchain Technology and Digital Twin for Smart Hospitals
Tyagi, Amit Kumar
- 出版商: Wiley-Scrivener
- 出版日期: 2024-10-08
- 售價: $7,580
- 貴賓價: 9.5 折 $7,201
- 語言: 英文
- 頁數: 496
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1394287399
- ISBN-13: 9781394287390
-
相關分類:
人工智慧、區塊鏈 Blockchain
尚未上市,無法訂購
相關主題
商品描述
The book uniquely explores the fundamentals of blockchain and digital twin and their uses in smart hospitals.
Artificial Intelligence-Enabled Blockchain Technology and Digital Twin for Smart Hospitals provides fundamental information on blockchain and digital twin technology as effective solutions in smart hospitals. Digital twin technology enables the creation of real-time virtual replicas of hospital assets and patients, enhancing predictive maintenance, operational efficiency, and patient care. Blockchain technology provides a secure and transparent platform for managing and sharing sensitive data, such as medical records and pharmaceutical supply chains. By combining these technologies, smart hospitals can ensure data security, interoperability, and streamlined operations while providing patient-centered care. The book also explores the impact of collected medical data from real-time systems in smart hospitals, and by making it accessible to all doctors via a smartphone or mobile device for fast decisions.
Inevitable challenges such as privacy concerns and integration costs must, of course, be addressed. However, the potential benefits in terms of improved healthcare quality, reduced costs, and global health initiatives makes the integration of these technologies a compelling avenue for the future of healthcare.
Some of the topics that readers will find in this book include:
Wireless Medical Sensor Networks in Smart Hospitals ● DNA Computing in Cryptography ● Enhancing Diabetic Retinopathy and Glaucoma Diagnosis through Efficient Retinal Vessel Segmentation and Disease Classification ● Machine Learning-Enabled Digital Twins for Diagnostic And Therapeutic Purposes ● Blockchain as the Backbone of a Connected Ecosystem of Smart Hospitals ● Blockchain for Edge Association in Digital Twin Empowered 6G Networks ● Blockchain for Security and Privacy in Smart Healthcare ● Blockchain-Enabled Internet of Things (IoTs) Platforms for IoT-Based Healthcare and Biomedical Sector ● Electronic Health Records in a Blockchain ● PSO-Based Hybrid Cardiovascular Disease Prediction for Using Artificial Flora Algorithm ● AI and Transfer Learning Based Framework for Efficient Classification And Detection Of Lyme Disease ● Framework for Gender Detection Using Facial Countenances ● Smartphone-Based Sensors for Biomedical Applications ● Blockchain for Improving Security and Privacy in the Smart Sensor Network ● Sensors and Digital Twin Application in Healthcare Facilities Management ● Integration of Internet of Medical Things (IoMT) with Blockchain Technology to Improve Security and Privacy ● Machine Learning-Driven Digital Twins for Precise Brain Tumor and Breast Cancer Assessment ● Ethical and Technological Convergence: AI and Blockchain in Halal Healthcare ● Digital Twin Application in Healthcare Facilities Management ● Cloud-based Digital Twinning for Structural Health Monitoring Using Deep Learning.
Audience
The book will be read by hospital and healthcare providers, administrators, policymakers, scientists and engineers in artificial intelligence, information technology, electronics engineering, and related disciplines.
商品描述(中文翻譯)
這本書獨特地探討了區塊鏈和數位雙胞胎的基本原理及其在智慧醫院中的應用。《人工智慧驅動的區塊鏈技術與智慧醫院的數位雙胞胎》提供了區塊鏈和數位雙胞胎技術的基本資訊,作為智慧醫院的有效解決方案。數位雙胞胎技術能夠創建醫院資產和病人的即時虛擬複製品,提升預測性維護、運營效率和病人護理。區塊鏈技術則提供了一個安全且透明的平台,用於管理和分享敏感數據,如醫療記錄和藥品供應鏈。通過結合這些技術,智慧醫院可以確保數據安全、互操作性和精簡的運營,同時提供以病人為中心的護理。書中還探討了來自智慧醫院即時系統的醫療數據收集的影響,並通過智能手機或移動設備使所有醫生能夠快速做出決策。
當然,必須解決不可避免的挑戰,例如隱私問題和整合成本。然而,從改善醫療質量、降低成本和全球健康倡議的潛在好處來看,這些技術的整合為未來的醫療保健提供了一個引人注目的方向。
讀者在本書中將會找到的一些主題包括:
智慧醫院中的無線醫療感測器網絡 ● 密碼學中的DNA計算 ● 通過高效的視網膜血管分割和疾病分類來增強糖尿病視網膜病變和青光眼的診斷 ● 機器學習驅動的數位雙胞胎用於診斷和治療目的 ● 區塊鏈作為智慧醫院連接生態系統的支柱 ● 在數位雙胞胎驅動的6G網絡中進行邊緣關聯的區塊鏈 ● 智慧醫療中的安全性和隱私的區塊鏈 ● 用於基於物聯網的醫療保健和生物醫學領域的區塊鏈驅動的物聯網平台 ● 區塊鏈中的電子健康記錄 ● 基於PSO的混合心血管疾病預測,使用人工花算法 ● 基於人工智慧和轉移學習的框架,用於高效分類和檢測萊姆病 ● 使用面部表情進行性別檢測的框架 ● 用於生物醫學應用的智能手機感測器 ● 區塊鏈在智慧感測器網絡中改善安全性和隱私 ● 醫療設施管理中的感測器和數位雙胞胎應用 ● 將醫療物聯網(IoMT)與區塊鏈技術整合以改善安全性和隱私 ● 機器學習驅動的數位雙胞胎,用於精確的腦腫瘤和乳腺癌評估 ● 倫理與技術的融合:人工智慧和區塊鏈在清真醫療中的應用 ● 醫療設施管理中的數位雙胞胎應用 ● 基於雲的數位雙胞胎技術,用於結構健康監測,採用深度學習。
讀者對象
本書將由醫院和醫療提供者、管理人員、政策制定者、科學家和人工智慧、資訊技術、電子工程及相關學科的工程師閱讀。
作者簡介
Amit Kumar Tyagi, PhD, is an assistant professor at the National Institute of Fashion Technology, New Delhi, India. He obtained his doctorate in 2018. He has published more than 200 papers in refereed international journals, conferences, and books, many of which are with the Wiley-Scrivener imprint. He has filed more than 25 national and international patents in deep learning, the Internet of Things, cyber-physical systems, and computer vision. His current research focuses on next-generation machine-based communications, blockchain technology, smart and secure computing, and privacy.
作者簡介(中文翻譯)
Amit Kumar Tyagi, PhD,是印度新德里國立時尚技術學院的助理教授。他於2018年獲得博士學位。他在國際期刊、會議和書籍上發表了超過200篇經過審核的論文,其中許多是與Wiley-Scrivener出版的。他已在深度學習、物聯網、網路物理系統和計算機視覺領域申請了超過25項國內外專利。他目前的研究重點是下一代基於機器的通信、區塊鏈技術、智能和安全計算以及隱私。