自动化报告比较工具对第三级医院实习生报告修改率的影响
M J Stewart1, R P Lim2, J Feldman3
1Department of Radiology, Austin Health, 145 Studley Rd, Heidelberg, 3084 VIC, Australia.
Clinical radiology
|September 30, 2024
概括
一个自动化报告比较工具减少了实习生报告的修改,并提高了反满意度. 这种自然语言处理工具提高了放射病例审查和反流程的效率,为实习生和顾问提供反.
科学领域:
- 医学成像信息学 医疗成像信息学
- 放射学教育 放射学教育
- 医疗信息学 医疗信息学
背景情况:
- 有效的反机制对于放射学实习生发展至关重要.
- 当前的反流程可能耗时,可能缺乏详细的比较分析.
- 自动化工具有助于简化和提高反质量.
研究的目的:
- 为了比较实习生修改报告的百分比率在实施自动报告比较工具之前和之后.
- 评估实习生和顾问对实施后反流程的满意度.
- 评估自然语言处理在放射学报告审查中的影响.
主要方法:
- 一项前性干预研究使用了自动化报告比较工具与自然语言处理.
- 实习生的初步报告与顾问的最终报告并排进行了比较,突出了变化.
- 修改率和反满意度调查是在实施前后从实习生和顾问那里收集的.
主要成果:
- 在工具实施后,报告修改率显著下降,从81.7%降至69.6% (p < .001).
- 字符数量的平均变化从初步报告的9.0%降至7.1% (p < .001).
- 在实施后,92.3%的实习生和70%的顾问同意该工具改善了反.
结论:
- 自动化报告比较工具可以降低实习生报告修改率.
- 这种工具的实施导致了主观改善的学员反和满意度.
- 这项技术是现有的反机制的宝贵补充,促进有效的案例审查.
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