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Improvement of Report Workflow and Productivity Using Speech Recognition—A Follow-up Study

机译:使用语音识别改善报告工作流程和生产力的后续研究

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摘要

Speech recognition (SR), available since the 1980s, has only recently become sufficiently reliable to allow utilization in medical environment. This study measured the effect of SR for the radiological dictation process and estimated differences in report turnaround times (RTTs). During the transition from cassette-based reporting to SR, the workflow of 14 radiologists was periodically followed up for 2 years in a university hospital. The sample size was more than 20,000 examinations, and the radiologists were the same throughout the study. A RTT was defined as the time from imaging at the modality to the time when the report was available for the clinician. SR cut down RTTs by 81% and the standard deviation by 83%. The proportion of reports available within 1 h escalated from 26% to 58%. The proportion of reports created by SR increased during a follow-up time of this study from 0% up to 88%. SR decreases turnaround times and may thus speed up the whole patient care process by facilitating online reporting. SR was easily adopted and well accepted by radiologists. Our findings encourage the utilization of SR, which improves the productivity and accelerates the workflow with excellent end-user satisfaction.
机译:自1980年代以来可用的语音识别(SR)直到最近才变得足够可靠,可以在医疗环境中使用。这项研究测量了SR对放射听写过程的影响,并估计了报告周转时间(RTT)的差异。从盒式报告到SR的过渡过程中,在一家大学医院定期对14名放射科医生的工作流程进行了为期2年的随访。样本数量超过20,000次检查,并且放射科医生在整个研究过程中都是相同的。 RTT定义为从模态成像到临床报告可用的时间。 SR将RTT降低了81%,标准偏差降低了83%。 1小时内可用报告的比例从26%升至58%。在本研究的随访期间,由SR创建的报告的比例从0%上升到88%。 SR减少了周转时间,因此可以通过促进在线报告来加快整个患者护理过程。 SR很容易被放射科医师采用并被其广泛接受。我们的发现促进了SR的利用,从而提高了生产率,并以出色的最终用户满意度加速了工作流程。

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