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在乳腺 X 光检查阅读过程中乳腺癌检出率的变化:经验是否有影响?

Variations in breast cancer detection rates during mammogram-reading sessions: does experience have an impact?

机构信息

The Medical Image Optimisation and Perception Group (MIOPeG), Faculty of Medicine and Health, The University of Sydney, Susan Wakil Health Building, Camperdown, Australia.

Department of Radiology and Medical Imaging, The College of Applied Medical Sciences of King Saud University, Riyadh, Saudi Arabia.

出版信息

Br J Radiol. 2022 Jan 1;95(1129):20210895. doi: 10.1259/bjr.20210895. Epub 2021 Nov 4.

Abstract

OBJECTIVES

To examine whether radiologists' performances are consistent throughout a reading session and whether any changes in performance over the reading task differ depending on experience of the reader.

METHODS

The performance of ten radiologists reading a test set of 60 mammographic cases without breaks was assessed using an ANOVA, 2 × 3 factorial design. Participants were categorized as more (≥2,000 mammogram readings per year) or less (<2,000 readings per year) experienced. Three series of 20 cases were chosen to ensure comparable difficulty and presented in the same sequence to all readers. It usually takes around 30 min for a radiologist to complete each of the 20-case series, resulting in a total of 90 min for the 60 mammographic cases. The sensitivity, specificity, lesion sensitivity, and area under the ROC curve were calculated for each series. We hypothesized that the order in which a series was read ( fixed-series sequence) would have a significant on the participants' performance. We also determined if significant exist between the fixed-series sequence and radiologist experience.

RESULTS

Significant linear interactions were found between experience and the fixed sequence of the series for sensitivity ( =5.762, = .04, partial = .41) and lesion sensitivity. ( =6.993, = .03, partial = .46). The two groups' mean scores were similar for the first series but progressively diverged. By the end of the third series, significant differences in sensitivity and lesion sensitivity were evident, with the more experienced individuals demonstrating improving and the less experienced declining performance. Neither experience nor series sequence significantly affected the specificity or the area under the ROC curve.

CONCLUSIONS

Radiologists' performance may change considerably during a reading session, apparently as a function of experience, with less experienced radiologists declining in sensitivity and lesion sensitivity while more experienced radiologists actually improve. With the increasing demands on radiologists to undertake high-volume reporting, we suggest that junior radiologists be made aware of possible sensitivity and lesion sensitivity deterioration over time so they can schedule breaks during continuous reading sessions that are appropriate to them, rather than try to emulate their more experienced colleagues.

ADVANCES IN KNOWLEDGE

Less-experienced radiologists demonstrated a reduction in mammographic diagnostic accuracy in later stages of the reporting sessions. This may suggest that extending the duration of reporting sessions to compensate for increasing workloads may not represent the optimal solution for less-experienced radiologists.

摘要

目的

研究放射科医师在阅读过程中的表现是否一致,以及其表现是否因阅读者的经验而有所不同。

方法

采用方差分析(ANOVA)和 2×3 析因设计,对 10 名不休息阅读 60 例乳腺 X 线摄影病例的放射科医师的表现进行评估。参与者分为阅读量较多(每年≥2000 例)和阅读量较少(每年<2000 例)两组。选择了三个 20 例系列,以确保难度相当,并以相同的顺序呈现给所有读者。每位放射科医师通常需要大约 30 分钟才能完成每个 20 例系列,因此总共需要 90 分钟才能完成 60 例乳腺 X 线摄影病例。为每个系列计算了敏感性、特异性、病变敏感性和 ROC 曲线下面积。我们假设阅读系列的顺序(固定系列顺序)会对参与者的表现产生显著影响。我们还确定了固定系列顺序和放射科医师经验之间是否存在显著差异。

结果

在敏感性(=5.762,=.04,偏=.41)和病变敏感性方面,发现经验和系列固定顺序之间存在显著的线性交互作用。(=6.993,=.03,偏=.46)。两组的第一个系列的平均分数相似,但逐渐出现分歧。在第三个系列结束时,敏感性和病变敏感性明显不同,经验丰富的个体表现出改善,经验不足的个体表现出下降。经验和系列顺序都没有显著影响特异性或 ROC 曲线下面积。

结论

放射科医师的表现可能会在阅读过程中发生显著变化,显然是经验的函数,经验不足的放射科医师的敏感性和病变敏感性下降,而经验丰富的放射科医师实际上会有所提高。随着对放射科医师进行大容量报告的要求不断增加,我们建议初级放射科医师意识到随着时间的推移可能会出现敏感性和病变敏感性下降的情况,因此他们可以在连续阅读期间安排适合自己的休息时间,而不是试图模仿经验丰富的同事。

知识进步

经验不足的放射科医师在报告阶段的后期表现出乳腺 X 线摄影诊断准确性降低。这可能表明,延长报告时间以补偿工作量的增加可能不是经验不足的放射科医师的最佳解决方案。

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