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计算机辅助检测在区域乳腺钼靶筛查项目中的影响。

Impact of computer-aided detection in a regional screening mammography program.

作者信息

Cupples Tommy E, Cunningham Joan E, Reynolds James C

机构信息

South Carolina Comprehensive Breast Center, Palmetto Richland Memorial Hospital, One Richland Medical Park Dr., Suite 120, Columbia, SC 29203, USA.

出版信息

AJR Am J Roentgenol. 2005 Oct;185(4):944-50. doi: 10.2214/AJR.04.1300.

Abstract

OBJECTIVE

This study was conducted to prospectively assess the effect of computer-aided detection (CAD) on screening outcomes in a regional mammography program.

MATERIALS AND METHODS

Between January 1, 1998, and December 31, 2000, 27,274 consecutive screenings were performed. Radiologists' performance before CAD (n = 7,872) and with CAD (n = 19,402) was determined by annual audits. All positive biopsy results were reviewed; histopathology was reviewed and confirmed. Outcomes (recall, biopsy, and cancer detection rates) with CAD (1999, 2000) were compared with historical control data (1998).

RESULTS

With CAD, increases were seen in recall rate (8.1%, from 7.7% to 8.3%), biopsy rate (6.7%, from 1.4% to 1.5%), and cancer detection rate (16.1%, from 3.7 per 1,000 to 4.3 per 1,000). Detection rate of invasive cancers of 1.0 cm or less increased 164% (from 0.508 to 1.34 per 1,000 screens; p = 0.069). Detection rate of in situ cancers declined 6.7% (from 1.27 to 1.19 per 1,000; p = 0.849). In multivariable analysis of invasive cancers, early stage (stage I) was strongly associated with detection by CAD (odds ratio = 4.13, p = 0.025). Mean age at screening detection of cancer was 5.3 years younger in the CAD group than in the pre-CAD group (p = 0.060).

CONCLUSION

Increased detection rate, younger age at diagnosis, and significantly earlier stage of invasive cancer detection are consistent with a positive screening impact of CAD. Audit results were positive but generally not statistically significant due to sample size limitations. Our findings support the hypothesis that screening with CAD significantly improves detection of the specific cancer morphologies that CAD algorithms were designed to detect.

摘要

目的

本研究旨在前瞻性评估计算机辅助检测(CAD)对区域乳腺钼靶筛查项目结果的影响。

材料与方法

在1998年1月1日至2000年12月31日期间,共进行了27274次连续筛查。通过年度审核确定放射科医生在使用CAD之前(n = 7872)和使用CAD之后(n = 19402)的表现。对所有活检阳性结果进行复查;组织病理学结果进行复查并确认。将使用CAD(1999年、2000年)时的结果(召回率、活检率和癌症检出率)与历史对照数据(1998年)进行比较。

结果

使用CAD后,召回率从7.7%增至8.3%(增加了8.1%),活检率从1.4%增至1.5%(增加了6.7%),癌症检出率从每1000人3.7例增至4.3例(增加了16.1%)。直径1.0厘米及以下浸润性癌的检出率增加了164%(从每1000次筛查0.508例增至1.34例;p = 0.069)。原位癌的检出率下降了6.7%(从每1000人1.27例降至1.19例;p = 0.849)。在浸润性癌的多变量分析中,早期(I期)与CAD检测显著相关(优势比 = 4.13,p = 0.025)。CAD组筛查发现癌症时的平均年龄比使用CAD前的组年轻5.3岁(p = 0.060)。

结论

癌症检出率提高、诊断时年龄更小以及浸润性癌的检测阶段显著更早,这些都与CAD对筛查产生的积极影响一致。由于样本量限制,审核结果呈阳性,但一般无统计学意义。我们的研究结果支持以下假设:使用CAD进行筛查可显著提高对CAD算法设计用于检测的特定癌症形态的检测率。

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