Big Data Analytics for Intelligent Healthcare Management
暫譯: 智慧醫療管理的大數據分析
Dey, Nilanjan, Das, Himansu, Naik, Bighnaraj
- 出版商: Academic Press
- 出版日期: 2019-04-13
- 售價: $5,470
- 貴賓價: 9.5 折 $5,197
- 語言: 英文
- 頁數: 312
- 裝訂: Quality Paper - also called trade paper
- ISBN: 012818146X
- ISBN-13: 9780128181461
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相關分類:
大數據 Big-data、Data Science
海外代購書籍(需單獨結帳)
相關主題
商品描述
Big Data Analytics for Intelligent Healthcare Management covers both the theory and application of hardware platforms and architectures, the development of software methods, techniques and tools, applications and governance, and adoption strategies for the use of big data in healthcare and clinical research. The book provides the latest research findings on the use of big data analytics with statistical and machine learning techniques that analyze huge amounts of real-time healthcare data.
- Examines the methodology and requirements for development of big data architecture, big data modeling, big data as a service, big data analytics, and more
- Discusses big data applications for intelligent healthcare management, such as revenue management and pricing, predictive analytics/forecasting, big data integration for medical data, algorithms and techniques, etc.
- Covers the development of big data tools, such as data, web and text mining, data mining, optimization, machine learning, cloud in big data with Hadoop, big data in IoT, and more
商品描述(中文翻譯)
《智慧醫療管理的大數據分析》涵蓋了硬體平台和架構的理論與應用、軟體方法、技術和工具的開發、應用與治理,以及在醫療和臨床研究中使用大數據的採用策略。本書提供了最新的研究成果,探討如何利用統計和機器學習技術進行大數據分析,以分析大量的即時醫療數據。
- 檢視大數據架構的開發方法論和需求、大數據建模、大數據即服務、大數據分析等。
- 討論智慧醫療管理的大數據應用,例如收益管理和定價、預測分析/預測、醫療數據的大數據整合、演算法和技術等。
- 涵蓋大數據工具的開發,例如數據、網頁和文本挖掘、數據挖掘、優化、機器學習、基於Hadoop的大數據雲端、大數據在物聯網中的應用等。