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使用交互式专用培训计划对 VI-RADS 评估评分进行膀胱 MRI 的学习曲线。

The learning curve in bladder MRI using VI-RADS assessment score during an interactive dedicated training program.

机构信息

Department of Radiology, Centro Hospitalar Universitário de São João, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal.

Department of Radiological Sciences, Oncology and Pathology, Sapienza University/Policlinico Umberto I, Viale del Policlinico 155, 00185, Rome, Italy.

出版信息

Eur Radiol. 2022 Nov;32(11):7494-7503. doi: 10.1007/s00330-022-08766-8. Epub 2022 Apr 2.

Abstract

OBJECTIVE

The purpose of the study was to evaluate the effect of an interactive training program on the learning curve of radiology residents for bladder MRI interpretation using the VI-RADS score.

METHODS

Three radiology residents with minimal experience in bladder MRI served as readers. They blindly evaluated 200 studies divided into 4 subsets of 50 cases over a 3-month period. After 2 months, the first subset was reassessed, resulting in a total of 250 evaluations. An interactive training program was provided and included educational lessons and case-based practice. The learning curve was constructed by plotting mean agreement as the ratio of correct evaluations per batch. Inter-reader agreement and diagnostic performance analysis were performed with kappa statistics and ROC analysis.

RESULTS

As for the VI-RADS scoring agreement, the kappa differences between pre-training and post-training evaluation of the same group of cases were 0.555 to 0.852 for reader 1, 0.522 to 0.695 for reader 2, and 0.481 to 0.794 for reader 3. Using VI-RADS ≥ 3 as cut-off for muscle invasion, sensitivity ranged from 84 to 89% and specificity from 91 to 94%, while the AUCs from 0.89 (95% CI:0.84, 0.94) to 0.90 (95% CI:0.86, 0.95). Mean evaluation time decreased from 5.21 ± 1.12 to 3.52 ± 0.69 min in subsets 1 and 5. Mean grade of confidence improved from 3.31 ± 0.93 to 4.21 ± 0.69, in subsets 1 and 5.

CONCLUSION

An interactive dedicated education program on bladder MRI and the VI-RADS score led to a significant increase in readers' diagnostic performance over time, with a general improvement observed after 100-150 cases.

KEY POINTS

• After the first educational lesson and 100 cases were interpreted, the concordance on VI-RADS scoring between the residents and the experienced radiologist was significantly higher. • An increase in the grade of confidence was experienced after 100 cases. • We found a decrease in the evaluation time after 150 cases.

摘要

目的

本研究旨在评估互动培训计划对使用 VI-RADS 评分的泌尿科住院医师进行膀胱 MRI 解读学习曲线的影响。

方法

3 名对膀胱 MRI 经验较少的放射科住院医师作为读者。他们在 3 个月的时间内对 200 项研究进行了盲法评估,分为 50 项 4 组。2 个月后,重新评估了第一组,总共进行了 250 次评估。提供了一个互动培训计划,包括教育课程和基于案例的实践。学习曲线通过绘制每次批次正确评估的平均一致性来构建。使用 Kappa 统计和 ROC 分析进行读者间一致性和诊断性能分析。

结果

就 VI-RADS 评分一致性而言,同一组病例的培训前后评估之间的 Kappa 差异为读者 1 为 0.555 至 0.852,读者 2 为 0.522 至 0.695,读者 3 为 0.481 至 0.794。使用 VI-RADS≥3 作为肌肉侵犯的截止值,灵敏度范围为 84%至 89%,特异性范围为 91%至 94%,而 AUC 范围为 0.89(95%CI:0.84,0.94)至 0.90(95%CI:0.86,0.95)。子集 1 和 5 中的平均评估时间从 5.21±1.12 分钟减少到 3.52±0.69 分钟。子集 1 和 5 中置信度平均等级从 3.31±0.93 提高到 4.21±0.69。

结论

专门针对膀胱 MRI 和 VI-RADS 评分的互动式教育计划导致读者的诊断性能随时间显著提高,在解释 100-150 例后普遍提高。

关键点

  1. 在第一节课和 100 个病例解释后,住院医师与经验丰富的放射科医生在 VI-RADS 评分上的一致性显著提高。

  2. 在解释 100 个病例后,信心等级提高。

  3. 在解释 150 个病例后,评估时间减少。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f47/9668935/08a5ee527c95/330_2022_8766_Fig1_HTML.jpg

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