role of cognitive science and artificial intelligence in supporting clinical diagnosis

Q4 Medicine
C. Lucchiari, M. E. Vanutelli, R. Folgieri
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引用次数: 1

Abstract

Research suggests that doctors are failing to make use of technologies designed to optimize their decision-making skills in daily clinical activities, despite a proliferation of electronic tools with the potential for decreasing risks of medical and diagnostic errors. This paper addresses this issue by exploring the cognitive basis of medical decision making and its psychosocial context in relation to technology. We then discuss how cognitive-led technologies – in particular, decision support systems and artificial neural networks – may be applied in clinical contexts to improve medical decision making without becoming a substitute for the doctor’s judgment. We identify critical issues and make suggestions regarding future developments.
认知科学和人工智能在支持临床诊断中的作用
研究表明,尽管电子工具的普及有可能降低医疗和诊断错误的风险,但医生在日常临床活动中未能利用旨在优化其决策技能的技术。本文通过探索医疗决策的认知基础及其与技术相关的社会心理环境来解决这一问题。然后,我们讨论了认知主导的技术-特别是决策支持系统和人工神经网络-如何在临床环境中应用,以改善医疗决策,而不会成为医生判断的替代品。我们确定关键问题,并就未来发展提出建议。
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来源期刊
Communication and Medicine
Communication and Medicine Medicine-Public Health, Environmental and Occupational Health
CiteScore
0.30
自引率
0.00%
发文量
12
期刊介绍: Communication & Medicine continues to abide by the following distinctive aims: • To consolidate different traditions of discourse and communication research in its commitment to an understanding of psychosocial, cultural and ethical aspects of healthcare in contemporary societies. • To cover the different specialities within medicine and allied healthcare studies. • To underscore the significance of specific areas and themes by bringing out special issues from time to time. • To be fully committed to publishing evidence-based, data-driven original studies with practical application and relevance as key guiding principles.
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