Internet of Things and Big Data Technologies for Next Generation Healthcare (Studies in Big Data)
暫譯: 物聯網與大數據技術在下一代醫療保健中的應用(大數據研究)
- 出版商: Springer
- 出版日期: 2017-01-09
- 售價: $7,920
- 貴賓價: 9.5 折 $7,524
- 語言: 英文
- 頁數: 388
- 裝訂: Hardcover
- ISBN: 3319497359
- ISBN-13: 9783319497358
-
相關分類:
大數據 Big-data、物聯網 IoT
海外代購書籍(需單獨結帳)
相關主題
商品描述
This comprehensive book focuses on better big-data security for healthcare organizations. Following an extensive introduction to the Internet of Things (IoT) in healthcare including challenging topics and scenarios, it offers an in-depth analysis of medical body area networks with the 5th generation of IoT communication technology along with its nanotechnology. It also describes a novel strategic framework and computationally intelligent model to measure possible security vulnerabilities in the context of e-health. Moreover, the book addresses healthcare systems that handle large volumes of data driven by patients’ records and health/personal information, including big-data-based knowledge management systems to support clinical decisions. Several of the issues faced in storing/processing big data are presented along with the available tools, technologies and algorithms to deal with those problems as well as a case study in healthcare analytics.
Addressing trust, privacy, and security issues as well as the IoT and big-data challenges, the book highlights the advances in the field to guide engineers developing different IoT devices and evaluating the performance of different IoT techniques. Additionally, it explores the impact of such technologies on public, private, community, and hybrid scenarios in healthcare. This book offers professionals, scientists and engineers the latest technologies, techniques, and strategies for IoT and big data.
商品描述(中文翻譯)
這本綜合性的書籍專注於提升醫療機構的大數據安全性。在對醫療領域的物聯網(IoT)進行廣泛介紹後,包括挑戰性主題和情境,書中深入分析了醫療體域網絡(medical body area networks)與第五代物聯網通訊技術及其納米技術。它還描述了一個新穎的戰略框架和計算智能模型,以衡量在電子健康(e-health)背景下可能存在的安全漏洞。此外,該書探討了處理大量數據的醫療系統,這些數據來自患者的記錄和健康/個人信息,包括基於大數據的知識管理系統,以支持臨床決策。書中呈現了在存儲/處理大數據時面臨的幾個問題,以及可用的工具、技術和算法來解決這些問題,並提供了一個醫療分析的案例研究。
本書針對信任、隱私和安全問題,以及物聯網和大數據挑戰,強調該領域的進展,以指導工程師開發不同的物聯網設備並評估不同物聯網技術的性能。此外,它探討了這些技術對公共、私營、社區和混合醫療場景的影響。本書為專業人士、科學家和工程師提供了最新的物聯網和大數據技術、技術和策略。