医疗保健领域人工智能研究的融合:趋势和方法

IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Journal of Integrated Design & Process Science Pub Date : 2023-10-13 DOI:10.3233/jid-200002
Thomas T.H. Wan
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引用次数: 1

摘要

以价值为基础的战略依赖于以患者为中心的护理系统的实施,这将直接有利于患者的护理结果并降低护理成本。本文确定了医疗保健领域人工智能(AI)研究的趋势和方法。医疗保健研究中多学科的融合需要在学术学者、医疗保健从业者和软件设计和数据科学的行业专家之间建立伙伴关系。这项合作工作将大大加强理论相关框架的制定,以指导实证研究和应用,特别是在寻找因果机制以减少昂贵和可避免的慢性病再入院率方面。介绍了在社区一级实施以患者为中心的护理的一个例子,该例子涉及使用人工智能研究和信息技术对环境、设计、过程、绩效和结果对个人和人口健康的影响。
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Convergence of artificial intelligence research in healthcare: Trends and approaches
A value-based strategy relies on the implementation of a patient-centered care system that will directly benefit patient care outcomes and reduce costs of care. This paper identifies the trends and approaches to artificial intelligence (AI) research in healthcare. The convergence of multiple disciplines in the conduct of healthcare research requires partnerships to be established among academic scholars, healthcare practitioners, and industrial experts in software design and data science. This collaborative work will greatly enhance the formulation of theoretically relevant frameworks to guide empirical research and application, particularly relevant in the search for causal mechanisms to reduce costly and avoidable hospital readmissions for chronic conditions. An example of implementing patient-centered care at the community level is presented and entails the influence of the context, design, process, performance and outcomes on personal and population health, employing AI research and informational technology.
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来源期刊
Journal of Integrated Design & Process Science
Journal of Integrated Design & Process Science ENGINEERING, MULTIDISCIPLINARY-
CiteScore
1.40
自引率
0.00%
发文量
42
期刊介绍: The notions of design and process cut across many disciplines. Applications of abstract notions of design and process to engineering problem solving would certainly redefine and expand the notion of engineering itself in the 21st century. This Journal of SDPS strives to be the repository of human knowledge covering interdisciplinary notions of design and process in a rigorous fashion. We expect and encourage papers crossing the boundaries back and forth in mathematical landscape as well as among mathematics, physics, economics, management science, and engineering.
期刊最新文献
The vision of self-evolving computing systems On the Convergence of Process Sciences and Design Science Facilitated by Artificial Intelligence: Proudly Celebrating the 25th Anniversary of the Journal of Integrated Design and Process Science Convergence of artificial intelligence research in healthcare: Trends and approaches A prioritized decision making method for reliability allocation: In optimistic and pessimistic view
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