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评估公众对皮肤病学人工智能的兴趣:谷歌趋势分析
Matthew J Yan1,2, Yuan Chun Jiang3, Shannon Wongvibulsin1
1Division of Dermatology, David Geffen School of Medicine, University of California, Los Angeles, California, USA.
概括
公众对人工智能 (AI) 皮肤病学的兴趣在2022年后激增,显示出显著的增长. 这一趋势凸显出需要考虑公众参与人工智能皮肤病学的开发和实施.
科学领域:
- 皮肤病学 皮肤病学
- 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) 在皮肤病学中越来越多地用于诊断和患者管理.
- 在皮肤病学中,公众对人工智能的参与尚未得到充分理解.
- 这项研究调查了人工智能皮肤病学的公共利益趋势.
研究的目的:
- 在过去十年中分析全球公众对人工智能皮肤病学的兴趣.
- 量化AI皮肤病学搜索兴趣的时间趋势.
- 确定对人工智能皮肤病学的公众高度感兴趣的地理区域.
主要方法:
- 利用了从2015年1月到2025年1月的谷歌趋势数据.
- 将搜索术语分类为AI皮肤病学,一般AI和一般皮肤病学组.
- 应用线性和指数回归模型用于趋势分析和地理评估.
主要成果:
- 公众对人工智能皮肤病学术语的兴趣显著增加:73.6% (2022年),143.6% (2023年) 和59.1% (2024年).
- 人工智能皮肤病学术语呈现出比一般人工智能 (6.181) 和皮肤病学 (1.61) 更的线性增长 (6.212).
- 新加坡,爱尔兰,澳大利亚,菲律宾,新西兰和阿联的兴趣最高.
结论:
- 全球公众对皮肤病学AI的兴趣巨大且日益增长.
- 公共参与趋势对于人工智能工具开发,临床整合,患者安全和皮肤病学公平获取至关重要.
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