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放射科中的语音识别:一项系统综述。

Speech recognition in the radiology department: a systematic review.

作者信息

Hammana Imane, Lepanto Luigi, Poder Thomas, Bellemare Christian, Ly My-Sandra

机构信息

Centre hospitalier de l'Universitè de Montrèal Montrèal, Quèbec CANADA.

Centre hospitalier de l'Universitè de Montrèal Tour Saint-Antoine, Montrèal, Quèbec, H2X 0A9 CANADA.

出版信息

Health Inf Manag. 2015;44(2):4-10. doi: 10.1177/183335831504400201.

Abstract

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.

摘要

目的

对描述语音识别系统对放射科报告错误率和工作效率影响的文献进行系统综述。

方法

检索1992年1月至2013年10月发表的相关论文。选取报告以下任何一项结果的比较研究:错误率、科室工作效率和放射科医生工作效率。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篇潜在相关出版物,但根据纳入和排除标准,仅纳入20篇。大多数研究为前后评估,无对照组。由于评估的成像方式和测量的结果存在差异,存在大量异质性。语音识别中至少包含一个错误的报告百分比从4.8%到89%不等,转录的则从2.1%到22%不等。科室工作效率有所提高,报告周转时间减少了35%至99%。大多数研究发现放射科医生的听写时间延长。

结论

科室工作效率总体提高幅度较大,但以生成报告的时间衡量,放射科医生的工作效率有所降低。

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