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乳腺摄影中主观图像质量评价的影响。

The impact of subjective image quality evaluation in mammography.

机构信息

University of Ljubljana, Faculty of Health Sciences, Medical Imaging and Radiotherapy Department, Zdravstvena pot 5, 1000 Ljubljana, Slovenia.

University of Ljubljana, Faculty of Health Sciences, Medical Imaging and Radiotherapy Department, Zdravstvena pot 5, 1000 Ljubljana, Slovenia.

出版信息

Radiography (Lond). 2023 May;29(3):526-532. doi: 10.1016/j.radi.2023.02.025. Epub 2023 Mar 11.

Abstract

INTRODUCTION

According to the guidelines, the mammograms obtained in a screening program must be evaluated to ensure that the quality of the images obtained is above 75% of score 1 (perfect and good) and less than 3% of score 3 (inadequate). This is performed by a person (usually a radiographer), so subjectivity may influence the final evaluation of the images. The aim of this study was to evaluate the impact of subjectivity on breast positioning assessments on resultant screening mammograms.

MATERIALS AND METHODS

Five radiographers evaluated a total of 1000 mammograms. One radiographer was an expert in assessing mammography images, while the other four evaluators had varying levels of experience. All images were anonymized, and the ViewDEX software was used for visual grading analysis. The evaluators were divided into two groups, each with two evaluators. Each group evaluated 600 images, with 200 images identical between the two groups. All images had already been evaluated by the expert radiographer. All scores were compared using the Fleiss' and Cohen's kappa coefficient and accuracy score.

RESULTS

The results from Fleiss' kappa showed fair agreement in the mediolateral oblique (MLO) projection in the first group of evaluators whereas the other results showed poor agreement. When comparing the results from Cohen's kappa a maximum value of agreement between the evaluators was moderate 0.433 [95% CI 0.264-0.587] for the craniocaudal (CC) projection and 0.374 [95% CI 0.212-0.538] for the MLO projection.

CONCLUSIONS

Based on our results, we can conclude that the agreement between all five raters was poor for both CC (κ = 0.165) and MLO (κ = 0.135) projections, based on the results of Fleiss' kappa statistic. The results show that the influence of subjectivity has a great impact on the evaluation of the quality of mammography images.

IMPLICATIONS FOR PRACTICE

Thus, the images are evaluated by a person, which has a high impact on subjectivity in the assessment of positioning in mammography. To achieve a more objective assessment of the images and the resulting agreement between the evaluators, we would propose to change the method of assessment. The images could be evaluated by two persons, and in the event of a discrepancy, the images would be evaluated by a third person. A computer programme could also be developed that would allow a more objective evaluation based on the geometric characteristics of the image (angle and length of the pectoral muscle, symmetry, etc.).

摘要

简介

根据指南,筛查项目中获得的乳腺 X 光片必须经过评估,以确保所获得的图像质量达到评分 1(完美和良好)的 75%以上,评分 3(不足)的小于 3%。这是由一个人(通常是放射技师)进行的,因此主观性可能会影响图像的最终评估。本研究旨在评估主观性对筛查性乳腺 X 光片中乳房定位评估的影响。

材料和方法

五名放射技师共评估了 1000 张乳腺 X 光片。一名放射技师是评估乳腺 X 光片图像的专家,而其他四名评估员则具有不同的经验水平。所有图像均匿名,使用 ViewDEX 软件进行视觉分级分析。评估员分为两组,每组有两名评估员。每组评估 600 张图像,两组之间有 200 张相同的图像。所有图像均已由专家放射技师进行评估。使用 Fleiss' 和 Cohen's kappa 系数和准确率评分比较所有评分。

结果

Fleiss' kappa 的结果显示,第一组评估员在侧斜位(MLO)投影中有适度的一致性,而其他结果显示一致性较差。当比较 Cohen's kappa 的结果时,评估员之间的最大一致性值为中等水平,0.433 [95% CI 0.264-0.587] 为头尾位(CC)投影,0.374 [95% CI 0.212-0.538] 为 MLO 投影。

结论

基于我们的结果,我们可以得出结论,基于 Fleiss' kappa 统计结果,所有五名评估员在 CC(κ=0.165)和 MLO(κ=0.135)投影的一致性均较差。结果表明,主观性的影响对乳腺 X 光片图像质量的评估有很大影响。

实践意义

因此,图像是由人评估的,这对乳腺摄影定位评估中的主观性有很大影响。为了更客观地评估图像和评估员之间的结果一致性,我们建议改变评估方法。可以由两个人评估图像,如果有差异,则由第三个人评估图像。也可以开发计算机程序,根据图像的几何特征(胸肌的角度和长度、对称性等)进行更客观的评估。

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