乌班图方式:确保将符合伦理的人工智能融入健康研究。

Q1 Medicine Wellcome Open Research Pub Date : 2024-10-28 eCollection Date: 2024-01-01 DOI:10.12688/wellcomeopenres.23021.1
Brenda Odero, David Nderitu, Gabrielle Samuel
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引用次数: 0

摘要

人工智能(AI)在健康研究中的应用发展迅速,尤其是在非洲国家,这些国家也一直在制定数据保护法和人工智能战略。然而,在健康研究中使用人工智能的伦理框架往往基于西方哲学,侧重于个人主义,可能无法完全应对非洲社区的独特挑战和文化背景。本文主张将非洲哲学,特别是 "乌班图"(Ubuntu)纳入人工智能健康研究伦理框架,以便更好地与非洲价值观和背景保持一致。本研究探讨了 "乌班图 "这一强调社区主义、相互联系和集体福祉的哲学概念及其在人工智能健康研究伦理中的应用。通过分析现有的全球人工智能伦理框架,并将其与乌班图哲学进行对比,提出了一个融合这些观点的新伦理框架。该框架旨在应对个人、社区、国家和环境层面的伦理挑战,尤其侧重于非洲背景。拟议的框架突出了源自乌班图的四项关键原则:社区主义与开放、和谐与支持、研究优先与社区赋权,以及以社区为导向的决策。这些原则与全球道德标准相一致,如公正、惠益、透明和问责,但经过调整以反映乌班图固有的社区和关系价值观。该框架旨在确保人工智能驱动的健康研究能公平地造福社区、尊重当地环境并促进长期可持续性。将 "乌班图 "融入人工智能健康研究伦理,可以解决目前强调个人主义的框架的局限性。这种方法不仅符合非洲的价值观,而且还提供了一种模式,可以更广泛地应用于加强全世界人工智能健康研究的伦理管理。通过优先考虑社区福祉、包容性和环境管理,拟议的框架有可能在非洲促进更负责任、更切合实际情况的人工智能健康研究实践。
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The Ubuntu Way: Ensuring Ethical AI Integration in Health Research.

The integration of artificial intelligence (AI) in health research has grown rapidly, particularly in African nations, which have also been developing data protection laws and AI strategies. However, the ethical frameworks governing AI use in health research are often based on Western philosophies, focusing on individualism, and may not fully address the unique challenges and cultural contexts of African communities. This paper advocates for the incorporation of African philosophies, specifically Ubuntu, into AI health research ethics frameworks to better align with African values and contexts. This study explores the concept of Ubuntu, a philosophy that emphasises communalism, interconnectedness, and collective well-being, and its application to AI health research ethics. By analysing existing global AI ethics frameworks and contrasting them with the Ubuntu philosophy, a new ethics framework is proposed that integrates these perspectives. The framework is designed to address ethical challenges at individual, community, national, and environmental levels, with a particular focus on the African context. The proposed framework highlights four key principles derived from Ubuntu: communalism and openness, harmony and support, research prioritisation and community empowerment, and community-oriented decision-making. These principles are aligned with global ethical standards such as justice, beneficence, transparency, and accountability but are adapted to reflect the communal and relational values inherent in Ubuntu. The framework aims to ensure that AI-driven health research benefits communities equitably, respects local contexts and promotes long-term sustainability. Integrating Ubuntu into AI health research ethics can address the limitations of current frameworks that emphasise individualism. This approach not only aligns with African values but also offers a model that could be applied more broadly to enhance the ethical governance of AI in health research worldwide. By prioritising communal well-being, inclusivity, and environmental stewardship, the proposed framework has the potential to foster more responsible and contextually relevant AI health research practices in Africa.

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来源期刊
Wellcome Open Research
Wellcome Open Research Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (all)
CiteScore
5.50
自引率
0.00%
发文量
426
审稿时长
1 weeks
期刊介绍: Wellcome Open Research publishes scholarly articles reporting any basic scientific, translational and clinical research that has been funded (or co-funded) by Wellcome. Each publication must have at least one author who has been, or still is, a recipient of a Wellcome grant. Articles must be original (not duplications). All research, including clinical trials, systematic reviews, software tools, method articles, and many others, is welcome and will be published irrespective of the perceived level of interest or novelty; confirmatory and negative results, as well as null studies are all suitable. See the full list of article types here. All articles are published using a fully transparent, author-driven model: the authors are solely responsible for the content of their article. Invited peer review takes place openly after publication, and the authors play a crucial role in ensuring that the article is peer-reviewed by independent experts in a timely manner. Articles that pass peer review will be indexed in PubMed and elsewhere. Wellcome Open Research is an Open Research platform: all articles are published open access; the publishing and peer-review processes are fully transparent; and authors are asked to include detailed descriptions of methods and to provide full and easy access to source data underlying the results to improve reproducibility.
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