Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications
暫譯: 醫療大數據與醫療物聯網:進展、挑戰與應用
- 出版商: CRC
- 出版日期: 2018-10-06
- 售價: $6,190
- 貴賓價: 9.5 折 $5,881
- 語言: 英文
- 頁數: 356
- 裝訂: Hardcover
- ISBN: 1138492477
- ISBN-13: 9781138492479
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相關分類:
大數據 Big-data
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and diverse data collection, data management, data models, hypotheses testing, training, validation, model-building, optimization techniques and governance of medical big data collected from multiple, heterogeneous IoT devises, networks, platforms and systems such as private vs. public cloud. The book includes privacy, trust, and security issues related to medical Big Data and related IoT and presents case studies in healthcare analytics as well.
商品描述(中文翻譯)
本書探討了在醫療影像的大量數據挖掘、學習和分析方面的最新進展。書中介紹了分類法、趨勢和問題,例如在分散式、動態和多樣化數據收集中的真實性、數據管理、數據模型、假設檢驗、訓練、驗證、模型構建、優化技術以及來自多個異構物聯網(IoT)設備、網絡、平台和系統(如私有雲與公有雲)收集的醫療大數據的治理。本書還包括與醫療大數據及相關物聯網相關的隱私、信任和安全問題,並呈現了醫療分析的案例研究。