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CAD 系统在屏片式乳腺 X 线摄影筛查项目中的影响:一项前瞻性研究。

Impact of a CAD system in a screen-film mammography screening program: a prospective study.

机构信息

Marqués Valdecilla University Hospital, Radiology, Herrera Oria sn, Santander, Spain.

出版信息

Eur J Radiol. 2011 Dec;80(3):e317-21. doi: 10.1016/j.ejrad.2010.08.031. Epub 2010 Sep 22.

Abstract

OBJECTIVE

The purpose of our study was to perform a prospective assessment of the impact of a CAD system in a screen-film mammography screening program during a period of 3 years.

MATERIALS AND METHODS

Our study was carried out on a population of 21,855 asymptomatic women (45-65 years). Mammograms were processed in a CAD system and independently interpreted by one of six radiologists. We analyzed the following parameters: sensitivity of radiologist's interpretation (without and with CAD), detection increase, recall rate and positive predictive value of biopsy, CAD's marks, radiologist's false negatives and comparative analysis of carcinomas detected and non-detected by CAD.

RESULTS

Detection rate was 4.3‰. CAD supposed an increase of 0.1‰ in detection rate and 1% in the total number of cases (p<0.005). The impact on recall rate was not significant (0.4%) and PPV of percutaneous biopsy was unchanged by CAD (20.23%). CAD's marks were 2.7 per case and 0.7 per view. Radiologist's false negatives were 13 lesions which were initially considered as CAD's false positives.

CONCLUSIONS

CAD supposed a significant increase in detection, without modifications in recall rates and PPV of biopsy. However, better results could have been achieved if radiologists had considered actionable those cases marked by CAD but initially misinterpreted.

摘要

目的

我们的研究目的是在 3 年期间内对 CAD 系统在屏幕-胶片乳腺筛查计划中的影响进行前瞻性评估。

材料与方法

我们的研究对象为 21855 名无症状女性(45-65 岁)。乳腺 X 线照片在 CAD 系统中进行处理,并由六名放射科医生之一进行独立解释。我们分析了以下参数:无 CAD 和有 CAD 时放射科医生的解释敏感性、检出率增加、召回率和活检的阳性预测值、CAD 的标记、放射科医生的假阴性以及 CAD 检出和未检出的癌症的比较分析。

结果

检出率为 4.3‰。CAD 系统使检出率增加了 0.1‰,总病例数增加了 1%(p<0.005)。对召回率的影响不显著(0.4%),且 CAD 对经皮活检的阳性预测值(PPV)没有改变(20.23%)。CAD 的标记为每个病例 2.7 个,每个视图 0.7 个。放射科医生的假阴性为 13 个病变,这些病变最初被认为是 CAD 的假阳性。

结论

CAD 系统使检出率显著增加,而召回率和活检的阳性预测值没有改变。然而,如果放射科医生考虑到那些被 CAD 标记但最初被误判的病例是可以采取行动的,那么可能会取得更好的结果。

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