分析公众对在基因组医学中使用人工智能的看法
Jack E Harrison1, Fiona Lynch2,3, Zornitza Stark1,2,4,5
1Department of Paediatrics, The University of Melbourne, Parkville, 3052, Australia.
Human genomics
|November 19, 2024
概括
澳大利亚公众对人工智能 (AI) 分析基因组数据感到满意,并看到了它的好处. 然而,对数据安全,偏见和错误诊断的担忧需要对基因组医学中的AI进行仔细的政策和公共教育.
科学领域:
- 基因组学就是基因组学.
- 生物信息学是一种生物信息学.
- 公共卫生 公共卫生
背景情况:
- 下一代测序产生了庞大的基因组数据集,使数据分析成为瓶.
- 人工智能 (AI) 为优化基因组数据分析提供了潜在的解决方案.
- 公众对基因组学AI的看法在很大程度上是未被探索的.
研究的目的:
- 调查公众对人工智能在基因组医学中的使用态度.
- 确定AI在基因组学中的感知好处,风险和社会影响.
主要方法:
- 焦点小组与34名澳大利亚公众成员进行了讨论.
- 参与者通过社交媒体广告招募.
- 讨论探讨了基因组医学中的AI应用,益处,风险和社会影响.
主要成果:
- 大多数参与者对人工智能分析他们的基因组数据感到舒服,并承认它的好处.
- 担忧包括数据安全,误诊的可能性和算法偏差.
- 人们表示希望对人工智能产生的结果建立监督机制.
结论:
- 了解公众关切对于人工智能在基因组医学中的伦理实施至关重要.
- 研究结果可以为基因组AI的政策制定和公共教育策略提供信息.
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