Machine Learning, Big Data, and Iot for Medical Informatics

Kumar, Pardeep, Kumar, Yugal, Tawhid, Mohamed A.

  • 出版商: Academic Press
  • 出版日期: 2021-06-16
  • 售價: $4,690
  • 貴賓價: 9.5$4,456
  • 語言: 英文
  • 頁數: 458
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128217774
  • ISBN-13: 9780128217771
  • 相關分類: 大數據 Big-dataMachine Learning物聯網 IoT
  • 海外代購書籍(需單獨結帳)

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商品描述

Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics.

In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field, the structure of data is equally important for accurate predictive analytics due to heterogeneity of data such as ECG data, X-ray data, and image data. Thus, this book focuses on the usability of machine learning, big data, and IOT-based techniques in handling structured and unstructured data. It also emphasizes on the privacy preservation techniques of medical data.

This volume can be used as a reference book for scientists, researchers, practitioners, and academicians working in the field of intelligent medical informatics. In addition, it can also be used as a reference book for both undergraduate and graduate courses such as medical informatics, machine learning, big data, and IoT.