Trends and challenges in smart healthcare research: A journey from data to wisdom

A. Solanas, Fran Casino, Edgar Batista, R. Rallo
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引用次数: 32

Abstract

Smart Healthcare is a relatively new context-aware healthcare paradigm influenced by several fields of knowledge, namely medical informatics, communications and electronics, bioengineering, ethics and so on. Thus, many challenging problems are related to smart healthcare but in many cases they are explored individually in their respective fields and, as a result, they are not always known by the smart healthcare research community working in more specific domains. The aim of this article is to identify some of the most relevant trends and research lines that are going to affect the smart healthcare field in the years to come. To do so, the article considers a systematic approach that classifies the identified research trends and problems according to their appearance within the data life cycle, this is, from the data gathering in the physical layer (lowest level) until their final use in the application layer (highest level). By identifying and classifying those research trends and challenges, we help to pose questions that the smart healthcare community will need to address. Consequently, we set a common ground to explore important problems in the field, which will have significant impact in the years to come.
智能医疗研究的趋势和挑战:从数据到智慧的旅程
智能医疗是一种相对较新的环境感知医疗范式,受到多个知识领域的影响,即医学信息学,通信和电子学,生物工程,伦理学等。因此,许多具有挑战性的问题都与智能医疗保健有关,但在许多情况下,它们在各自的领域被单独探索,因此,在更具体的领域工作的智能医疗保健研究界并不总是知道它们。本文的目的是确定一些最相关的趋势和研究方向,这些趋势和研究方向将在未来几年影响智能医疗领域。为此,本文考虑了一种系统的方法,根据数据生命周期中的出现情况对已确定的研究趋势和问题进行分类,即从物理层(最底层)的数据收集到应用层(最高层)的最终使用。通过识别和分类这些研究趋势和挑战,我们帮助提出智能医疗保健社区需要解决的问题。因此,我们为探索该领域的重要问题建立了共同基础,这将在未来几年产生重大影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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