A Justifiable Investment in AI for Healthcare: Aligning Ambition with Reality

IF 4.2 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Kassandra Karpathakis, Jessica Morley, Luciano Floridi
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Abstract

Healthcare systems are grappling with critical challenges, including chronic diseases in aging populations, unprecedented health care staffing shortages and turnover, scarce resources, unprecedented demands and wait times, escalating healthcare expenditure, and declining health outcomes. As a result, policymakers and healthcare executives are investing in artificial intelligence (AI) solutions to increase operational efficiency, lower health care costs, and improve patient care. However, current level of investment in developing healthcare AI among members of the global digital health partnership does not seem to yield a high return yet. This is mainly due to underinvestment in the supporting infrastructure necessary to enable the successful implementation of AI. If a healthcare-specific AI winter is to be avoided, it is paramount that this disparity in the level of investment in the development of AI itself and in the development of the necessary supporting system components is evened out.

Abstract Image

对医疗保健领域人工智能的合理投资:将雄心与现实相结合
医疗保健系统正在努力应对严峻的挑战,包括人口老龄化带来的慢性疾病、前所未有的医疗保健人员短缺和流失、资源稀缺、前所未有的需求和等待时间、医疗保健支出不断攀升以及医疗效果不断下降。因此,政策制定者和医疗保健高管正在投资人工智能(AI)解决方案,以提高运营效率、降低医疗保健成本并改善患者护理。然而,全球数字医疗合作伙伴关系成员目前在开发医疗人工智能方面的投资水平似乎尚未产生高回报。这主要是由于对成功实施人工智能所需的配套基础设施投资不足。如果要避免出现专门针对医疗保健的人工智能寒冬,最重要的是拉平在开发人工智能本身和开发必要的支持系统组件方面的投资水平差距。
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来源期刊
Minds and Machines
Minds and Machines 工程技术-计算机:人工智能
CiteScore
12.60
自引率
2.70%
发文量
30
审稿时长
>12 weeks
期刊介绍: Minds and Machines, affiliated with the Society for Machines and Mentality, serves as a platform for fostering critical dialogue between the AI and philosophical communities. With a focus on problems of shared interest, the journal actively encourages discussions on the philosophical aspects of computer science. Offering a global forum, Minds and Machines provides a space to debate and explore important and contentious issues within its editorial focus. The journal presents special editions dedicated to specific topics, invites critical responses to previously published works, and features review essays addressing current problem scenarios. By facilitating a diverse range of perspectives, Minds and Machines encourages a reevaluation of the status quo and the development of new insights. Through this collaborative approach, the journal aims to bridge the gap between AI and philosophy, fostering a tradition of critique and ensuring these fields remain connected and relevant.
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