在关于人工智能在乳房成像中的文章中,作者性别
Po Hsiang Shawn Yuan1, Tyler D Yan2, Sonali Sharma2
1Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
European journal of radiology
|March 16, 2024
概括
这项研究揭示了人工智能 (AI) 乳腺成像研究中的性别作者差距. 虽然女性资深作者的人数在增加,但第一作者没有变化,这表明存在持续的差异.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 性别研究是性别研究.
背景情况:
- 人工智能 (AI) 在乳腺成像领域的领域正在迅速扩大.
- 了解作者身份中的性别代表性对于科学研究中的公平至关重要.
研究的目的:
- 在同行评审的AI相关乳腺成像文章中调查第一和高级作者的性别分布.
- 确定在这个专业领域影响女性作者的趋势和因素.
主要方法:
- 在2022年7月,按照PRISMA指南进行了系统的文献搜索.
- 作者的性别通过自我声明调查来确定,用于分析的后勤回归.
- 数据包括出版年,期刊影响因子和国家.
主要成果:
- 在115项研究中,女性占第一作者35.7%,高级作者37.4%.
- 随着时间的推移,在女性高级作者中观察到显著的上升趋势,但对于第一作者而言却没有.
- 期刊影响因子与女性作者不相关;一些国家超过50%的女性作者.
结论:
- 在人工智能乳腺成像研究中,仍然存在显著的性别作者差距.
- 越来越多的女性担任高级作者角色的趋势为更多的女性代表提供了积极的前景.
- 需要进一步的研究来探索这种作者的差距的潜在原因和影响.
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