Actionable Intelligence in Healthcare (Data Analytics Applications)
暫譯: 醫療保健中的可行智慧(數據分析應用)

  • 出版商: Auerbach Publication
  • 出版日期: 2017-04-25
  • 售價: $3,950
  • 貴賓價: 9.5$3,753
  • 語言: 英文
  • 頁數: 293
  • 裝訂: Hardcover
  • ISBN: 149877993X
  • ISBN-13: 9781498779937
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book shows healthcare professionals how to turn data points into meaningful knowledge upon which they can take effective action. Actionable intelligence can take many forms, from informing health policymakers on effective strategies for the population to providing direct and predictive insights on patients to healthcare providers so they can achieve positive outcomes. It can assist those performing clinical research where relevant statistical methods are applied to both identify the efficacy of treatments and improve clinical trial design. It also benefits healthcare data standards groups through which pertinent data governance policies are implemented to ensure quality data are obtained, measured, and evaluated for the benefit of all involved.

Although the obvious constant thread among all of these important healthcare use cases of actionable intelligence is the data at hand, such data in and of itself merely represents one element of the full structure of healthcare data analytics. This book examines the structure for turning data into actionable knowledge and discusses:

  • The importance of establishing research questions
  • Data collection policies and data governance
  • Principle-centered data analytics to transform data into information
  • Understanding the "why" of classified causes and effects
  • Narratives and visualizations to inform all interested parties

Actionable Intelligence in Healthcare is an important examination of how proper healthcare-related questions should be formulated, how relevant data must be transformed to associated information, and how the processing of information relates to knowledge. It indicates to clinicians and researchers why this relative knowledge is meaningful and how best to apply such newfound understanding for the betterment of all.

商品描述(中文翻譯)

這本書向醫療專業人員展示如何將數據點轉化為有意義的知識,以便他們能夠採取有效的行動。可行的智慧可以有多種形式,從向健康政策制定者提供有效的策略以應對人口問題,到向醫療提供者提供有關患者的直接和預測性見解,以便他們能夠實現積極的結果。它可以協助進行臨床研究的人員,應用相關的統計方法來識別治療的有效性並改善臨床試驗設計。它也有助於醫療數據標準組織,通過這些組織實施相關的數據治理政策,以確保獲得、測量和評估的數據質量,造福所有相關人員。

儘管在所有這些重要的醫療可行智慧應用案例中,明顯的共同主題是手頭的數據,但這些數據本身僅僅代表醫療數據分析完整結構中的一個元素。本書探討了將數據轉化為可行知識的結構,並討論以下內容:

- 確立研究問題的重要性
- 數據收集政策和數據治理
- 以原則為中心的數據分析,將數據轉化為信息
- 理解分類原因和結果的「為什麼」
- 敘述和可視化,以告知所有相關方

《醫療中的可行智慧》是對如何正確制定與醫療相關問題的重要探討,如何將相關數據轉化為相關信息,以及信息處理如何與知識相關。它向臨床醫生和研究人員指出,為什麼這種相對知識是有意義的,以及如何最好地應用這種新獲得的理解,以促進所有人的福祉。