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医疗保健领域使用人工智能的信念、经验与担忧:一项定性综合分析

Beliefs, experiences and concerns of using artificial intelligence in healthcare: A qualitative synthesis.

作者信息

Fazakarley Carol-Ann, Breen Maria, Thompson Ben, Leeson Paul, Williamson Victoria

机构信息

Ultromics Ltd, Oxford, UK.

Breen Clinical Research, London, UK.

出版信息

Digit Health. 2024 Feb 11;10:20552076241230075. doi: 10.1177/20552076241230075. eCollection 2024 Jan-Dec.

Abstract

OBJECTIVE

Artificial intelligence (AI) is a developing field in the context of healthcare. As this technology continues to be implemented in patient care, there is a growing need to understand the thoughts and experiences of stakeholders in this area to ensure that future AI development and implementation is successful. The aim of this study was to conduct a literature search of qualitative studies exploring the opinions of stakeholders such as clinicians, patients, and technology experts in order to establish the most common themes and ideas that have been presented in this research.

METHODS

A literature search was conducted of existing qualitative research on stakeholder beliefs about the use of AI use in healthcare. Twenty-one papers were selected and analysed resulting in the development of four key themes relating to patient care, patient-doctor relationships, lack of education and resources, and the need for regulations.

RESULTS

Overall, patients and healthcare workers are open to the use of AI in care and appear positive about potential benefits. However, concerns were raised relating to the lack of empathy in interactions of AI tools, and potential risks that may arise from the data collection needed for AI use and development. Stakeholders in the healthcare, technology, and business sectors all stressed that there was a lack of appropriate education, funding, and guidelines surrounding AI, and these concerns needed to be addressed to ensure future implementation is safe and suitable for patient care.

CONCLUSION

Ultimately, the results found in this study highlighted that there was a need for communication between stakeholder in order for these concerns to be addressed, mitigate potential risks, and maximise benefits for patients and clinicians alike. The results also identified a need for further qualitative research in this area to further understand stakeholder experiences as AI use continues to develop.

摘要

目的

在医疗保健领域,人工智能(AI)是一个不断发展的领域。随着这项技术在患者护理中持续得到应用,越来越有必要了解该领域利益相关者的想法和经历,以确保未来人工智能的开发和应用取得成功。本研究的目的是对定性研究进行文献检索,探索临床医生、患者和技术专家等利益相关者的意见,以便确定该研究中呈现的最常见主题和观点。

方法

对现有的关于利益相关者对医疗保健中使用人工智能的看法的定性研究进行文献检索。筛选并分析了21篇论文,得出了与患者护理、医患关系、教育和资源匮乏以及监管需求相关的四个关键主题。

结果

总体而言,患者和医护人员对在护理中使用人工智能持开放态度,并且对潜在益处似乎持积极态度。然而,有人提出了对人工智能工具交互中缺乏同理心的担忧,以及人工智能使用和开发所需的数据收集可能产生的潜在风险。医疗、技术和商业领域的利益相关者都强调,围绕人工智能缺乏适当的教育、资金和指导方针,需要解决这些问题以确保未来的应用对患者护理是安全且合适的。

结论

最终,本研究的结果突出表明,利益相关者之间需要进行沟通,以便解决这些问题、减轻潜在风险,并为患者和临床医生最大限度地带来益处。研究结果还表明,随着人工智能应用的不断发展,需要在该领域进一步开展定性研究,以进一步了解利益相关者的经历。

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