Data Modelling and Analytics for the Internet of Medical Things
暫譯: 醫療物聯網的數據建模與分析
Pandey, Rajiv, Maurya, Pratibha, Chiong, Raymond
相關主題
商品描述
The emergence of the Internet of Medical Things (IoMT) is transforming the management of diseases, improving diseases diagnosis and treatment methods, and reducing healthcare costs and errors. This book covers all the essential aspects of IoMT in one place, providing readers with a comprehensive grasp of IoMT and related technologies.
Data Modelling and Analytics for the Internet of Medical Things integrates the architectural, conceptual, and technological aspects of IoMT, discussing in detail the IoMT, connected smart medical devices, and their applications to improve health outcomes. It explores various methodologies and solutions for medical data analytics in healthcare systems using machine learning and deep learning approaches, as well as exploring how technologies such as blockchain and cloud computing can further enhance data analytics in the e-health domain. Prevalent IoMT case studies and applications are also discussed.
This book is suitable for scientists, design engineers, system integrators, and researchers in the field of IoMT. It will also be of interest to postgraduate students in computer science focusing on healthcare applications and a supplementary reading for IoMT courses.
商品描述(中文翻譯)
醫療物聯網（IoMT）的出現正在改變疾病管理，改善疾病診斷和治療方法，並降低醫療成本和錯誤。本書將IoMT的所有基本方面集中於一處，為讀者提供對IoMT及相關技術的全面理解。
《醫療物聯網的數據建模與分析》整合了IoMT的架構、概念和技術方面，詳細討論了IoMT、連接的智慧醫療設備及其應用，以改善健康結果。它探討了在醫療系統中使用機器學習和深度學習方法進行醫療數據分析的各種方法論和解決方案，並探討了區塊鏈和雲計算等技術如何進一步增強電子健康領域的數據分析。書中還討論了普遍存在的IoMT案例研究和應用。
本書適合從事IoMT領域的科學家、設計工程師、系統整合商和研究人員。對於專注於醫療應用的計算機科學研究生來說，本書也將引起興趣，並可作為IoMT課程的補充閱讀材料。
作者簡介
Rajiv Pandey, Senior Member IEEE, is a faculty member at Amity Institute of Information Technology, Amity University, Uttar Pradesh, Lucknow Campus, India.
Pratibha Maurya is an assistant professor at Amity Institute of Information Technology, Amity University, Uttar Pradesh, Lucknow Campus, India.
Raymond Chiong is currently an associate professor with the University of Newcastle, Australia.
作者簡介(中文翻譯)
Rajiv Pandey，IEEE 高級會員，現任印度烏塔爾邦阿米提大學盧克諾校區資訊技術學院的教職員。
Pratibha Maurya 是印度烏塔爾邦阿米提大學盧克諾校區資訊技術學院的助理教授。
Raymond Chiong 目前是澳大利亞紐卡索大學的副教授。
