通过在屏幕阅读乳房图片中实施人工智能,可以节省多少放射科医生的时间?
Tone Hovda1, Åsne S Holen2, Solveig Hofvind3,4
1Department of Radiology, Vestre Viken Hospital Trust, Drammen, Norway.
European radiology
|January 7, 2026
概括
人工智能 (AI) 可以在乳腺查中将乳腺放射科医生的工作量减少50%. 然而,这种AI实施对他们的整体工作量产生了适度的影响,对癌症检测灵敏度有潜在的好处.
科学领域:
- 放射学 放射学是一门学科.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 在挪威和欧洲缺乏乳腺放射科医生.
- 人工智能 (AI) 在乳房扫描中显示出癌症检测的前景.
- 屏幕阅读乳房图片每次查涉及两名放射科医生.
研究的目的:
- 通过在BreastScreen Norway中用人工智能取代一个人类阅读器来估计放射科医生的工作量减少.
- 量化人工智能对放射科医生花在乳房镜检查上的时间的影响.
主要方法:
- 分析了2024年挪威16个乳腺中心的放射科医生职位和查数据.
- 用AI计算屏幕阅读工作负载 (每次阅读1分钟) 和节省时间.
- 使用了来自挪威国家乳房扫描查计划BreastScreen Norway的数据.
主要成果:
- 屏幕阅读在BreastScreen挪威需要6.5人年.
- 用人工智能取代一名放射科医生,可以减少50%的工作量 (降至3.3人年).
- 这种减少占放射科医生的总工作负载的4.5%.
结论:
- 在乳房镜检查中实施人工智能可以减少放射科医生的屏幕阅读工作量.
- 对乳腺放射科医生的整体工作量的影响是中等的.
- 人工智能在乳房镜中的潜在好处可能在于提高查灵敏度,而不是大大节省时间.
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