医学成像中的人工智能的趋势和公众的看法:社交媒体分析
1Radiological Sciences Department, College of Applied Medical Sciences, King Saud University, Riyadh, SAU.
Cureus
|October 24, 2024
概括
公众对医疗成像中的人工智能 (AI) 的看法在很大程度上是积极的,尽管存在有关伦理和职位取代的担忧. 为了在医疗保健中负责任地整合人工智能,需要进一步的对话.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 公共卫生 公共卫生
背景情况:
- 人工智能 (AI) 在医学成像方面正在迅速发展,引发了广泛的兴趣和讨论.
- 了解公众的看法对于这些技术的道德和有效实施至关重要.
研究的目的:
- 探索AI在医学成像中的趋势和公众对AI的看法.
- 分析有关AI在医学成像中的社交媒体讨论.
主要方法:
- 来自X和Reddit (2019-2024) 的社交媒体帖子的回顾性内容分析.
- 对1022条被清除的帖子进行了定性和定量分析,包括情绪,主题和关键字频率分析.
主要成果:
- 55%的评论显示出积极的情绪,强调诊断准确性和效率的好处.
- 中立 (35%) 和负面 (10%) 的情绪集中在道德问题,职位替换和数据隐私上.
- 关键主题包括道德,职位替换,信任,可靠性和工作流程效率.
结论:
- 对医疗成像人工智能的公众情绪是混合的,乐观情绪被重大担忧所缓和.
- 解决伦理方面的考虑和确保负责任的整合对于最大限度地利用人工智能在医疗保健中的好处至关重要.
- 利益相关者之间的持续对话对于成功采用AI在医学成像中至关重要.
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