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公众对人工智能在基因组医学中应用的看法分析。

Analysis of public perceptions on the use of artificial intelligence in genomic medicine.

机构信息

Department of Paediatrics, The University of Melbourne, Parkville, 3052, Australia.

Murdoch Children's Research Institute, Parkville, 3052, Australia.

出版信息

Hum Genomics. 2024 Nov 18;18(1):128. doi: 10.1186/s40246-024-00686-6.

Abstract

PURPOSE

Next generation sequencing has led to the creation of large pools of genomic data with analysis rather than data generation now the limiting factor. Artificial intelligence (AI) may be required to optimize the benefits of these data, but little is known about how the public feels about the use of AI in genomics.

METHODS

We conducted focus groups with members of the Australian public. Participants were recruited via social media advertisements. We explored potential uses of AI in genomic medicine, the benefits, risks, and the possible social implications of its use.

RESULTS

Participants (n = 34) largely felt comfortable with AI analysing their own genomic data and generally agreed about its benefits. Concerns were raised over data security, the potential for misdiagnosis, and bias AI may perpetuate. Many participants wanted checking mechanisms for when results were generated using AI.

CONCLUSIONS

The insights gained from these discussions help to understand public concerns around the use of AI in genomic medicine. Our findings can help to inform both policies around genomic AI and how to educate the public on its use.

摘要

目的

下一代测序技术产生了大量基因组数据,现在分析而非数据生成成为了限制因素。人工智能(AI)可能需要优化这些数据的效益,但对于公众对 AI 在基因组学中的使用的看法,我们知之甚少。

方法

我们与澳大利亚公众的成员进行了焦点小组讨论。参与者是通过社交媒体广告招募的。我们探讨了 AI 在基因组医学中的潜在用途、其益处、风险以及其使用可能带来的社会影响。

结果

参与者(n=34)对 AI 分析自己的基因组数据感到相对放心,并且普遍认同其益处。他们对数据安全、误诊的可能性以及 AI 可能延续的偏见表示担忧。许多参与者希望在使用 AI 生成结果时设置检查机制。

结论

从这些讨论中获得的见解有助于了解公众对 AI 在基因组医学中的使用的担忧。我们的研究结果可以帮助制定基因组学 AI 相关政策,并为公众提供关于其使用的教育。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f9c3/11575060/3ed59641451e/40246_2024_686_Fig1_HTML.jpg

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