泌尿器科人工智能出版物中的性别作者:十年的回顾分析
Gillian Murray1, Ranveer M S Vasdev1, Luqman Ellythy2
1Department of Urology, Mayo Clinic, Rochester, MN.
Urology
|May 2, 2025
概括
性别差异存在于泌尿器科人工智能 (AI) 研究作者. 女性的代表性较低,特别是在专业期刊中,影响着出版指标.
科学领域:
- 泌尿器科 泌尿器科 泌尿器科 泌尿器科
- 人工智能的人工智能
- 医疗信息学 医疗信息学
- 性别研究是性别研究.
背景情况:
- 人工智能 (AI) 在泌尿病学中日益集成,需要对作者人口统计学进行检查.
- 了解人工智能研究中的性别代表性对于促进科学领域的平等和多样性至关重要.
研究的目的:
- 在泌尿病学相关的人工智能 (AI) 研究中描述性别作者模式.
- 确定本专业领域内作者代表和出版影响的潜在基于性别的差异.
主要方法:
- 2014年至2024年间发表的799篇与泌尿病学相关的AI研究文章的回顾性审查.
- 使用MEDLINE,Embase和Web of Science数据库进行全面的文献检索.
- 估计第一和高级作者性别使用性别API©进行人口分析.
主要成果:
- 在泌尿器科人工智能研究中,女性作者占第一作者17.6%,高级作者12.5%.
- 与男性相比,在泌尿器科专用期刊中观察到女性作者比例较低 (P < .05).
- 发表影响因子在女性高级作者的文章中明显较低 (P < .05).
结论:
- 显著的性别差异在泌尿器科相关的人工智能研究作者身份中是显而易见的.
- 女性作家的代表性和影响因素较低,凸显了针对性干预的必要性.
- 未来的研究应该集中在增强女性参与和解决现有的不平等现场的战略.
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