Leveraging Biomedical and Healthcare Data: Semantics, Analytics and Knowledge
暫譯: 利用生物醫學與健康數據:語義、分析與知識

  • 出版商: Academic Press
  • 出版日期: 2018-11-29
  • 售價: $4,440
  • 貴賓價: 9.5$4,218
  • 語言: 英文
  • 頁數: 225
  • 裝訂: Paperback
  • ISBN: 0128095563
  • ISBN-13: 9780128095560
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Leveraging Biomedical and Healthcare Data: Semantics, Analytics and Knowledge provides an overview of the approaches used in semantic systems biology, introduces novel areas of its application, and describes step-wise protocols for transforming heterogeneous data into useful knowledge that can influence healthcare and biomedical research. Given the astronomical increase in the number of published reports, papers, and datasets over the last few decades, the ability to curate this data has become a new field of biomedical and healthcare research. This book discusses big data text-based mining to better understand the molecular architecture of diseases and to guide health care decision.

It will be a valuable resource for bioinformaticians and members of several areas of the biomedical field who are interested in understanding more about how to process and apply great amounts of data to improve their research.

  • Includes at each section resource pages containing a list of available curated raw and processed data that can be used by researchers in the field
  • Provides demonstrative and relevant examples that serve as a general tutorial
  • Presents a list of algorithm names and computational tools available for basic and clinical researchers

商品描述(中文翻譯)

《利用生物醫學與健康照護數據:語意學、分析與知識》提供了語意系統生物學中使用的方法概述,介紹了其應用的新領域,並描述了將異質數據轉換為有用知識的逐步協議,這些知識可以影響健康照護和生物醫學研究。考慮到過去幾十年來發表的報告、論文和數據集數量的驚人增長,整理這些數據的能力已成為生物醫學和健康照護研究的一個新領域。本書討論了基於文本的大數據挖掘,以更好地理解疾病的分子結構並指導健康照護決策。

這本書將成為生物資訊學家和生物醫學領域多個領域成員的寶貴資源,對於那些希望了解如何處理和應用大量數據以改善其研究的人士尤為重要。

- 每個部分都包含資源頁,列出可供研究人員使用的可整理的原始數據和處理過的數據
- 提供示範性和相關的例子,作為一般教程
- 列出可供基礎和臨床研究人員使用的算法名稱和計算工具