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Speech recognition in the radiology department: a systematic review

机译:放射科的语音识别:系统回顾

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摘要

Objective:To conduct a systematic review of the literature describing the impact of speech recognition systems on report error rates and productivity in radiology departments. Methods:The search was conducted for relevant papers published from January 1992 to October 2013. Comparative studies reporting any of the following outcomes were selected: error rates, departmental productivity, and radiologist productivity.The retrieved studies were assessed for quality and risk of bias. Results:The literature search identified 85 potentially relevant publications, but, based on the inclusion and exclusion criteria, only 20 were included. Most studies were before and after assessments with no control group.There was a large amount of heterogeneity due to differences in the imaging modalities assessed and the outcomes measured.The percentage of reports containing at least one error varied from 4.8% to 89% for speech recognition, and from 2.1% to 22% for transcription. Departmental productivity was improved with decreases in report turnaround times varying from 35% to 99%. Most studies found a lengthening of radiologist dictation time. Conclusion: Overall gains in departmental productivity were high, but radiologist productivity, as measured by the time to produce a report, was diminished.
机译:目的:对描述语音识别系统对放射科报告错误率和生产率的影响的文献进行系统的回顾。方法:对1992年1月至2013年10月发表的相关论文进行检索。选择比较研究报告以下结果:错误率,部门生产率和放射线医生生产率。对检索到的研究进行质量和偏倚风险评估。结果:文献检索确定了85种可能相关的出版物,但根据纳入和排除标准,仅纳入了20种。大多数研究是在评估前后进行的,没有对照组。由于评估的成像方式和测量的结果存在差异,因此存在大量异质性。报告中至少包含一个错误的报告百分比从4.8%到89%不等识别,转录从2.1%到22%。报告周转时间从35%减少到99%,部门的生产率得到了提高。大多数研究发现放射线医生的授课时间延长。结论:部门生产力的总体收益很高,但放射线医师的生产力(以产生报告的时间来衡量)却减少了。

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