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CT 结肠成像术:结直肠癌的计算机辅助检测。

CT colonography: computer-assisted detection of colorectal cancer.

机构信息

Centre for Medical Imaging, University College Hospital, London, UK.

出版信息

Br J Radiol. 2011 May;84(1001):435-40. doi: 10.1259/bjr/17848340. Epub 2010 Nov 16.

Abstract

OBJECTIVES

Computer-aided detection (CAD) for CT colonography (CTC) has been developed to detect benign polyps in asymptomatic patients. We aimed to determine whether such a CAD system can also detect cancer in symptomatic patients.

METHODS

CTC data from 137 symptomatic patients subsequently proven to have colorectal cancer were analysed by a CAD system at 4 different sphericity settings: 0, 50, 75 and 100. CAD prompts were classified by an observer as either true-positive if overlapping a cancer or false-positive if elsewhere. Colonoscopic data were used to aid matching.

RESULTS

Of 137 cancers, CAD identified 124 (90.5%), 122 (89.1%), 119 (86.9%) and 102 (74.5%) at a sphericity of 0, 50, 75 and 100, respectively. A substantial proportion of cancers were detected on either the prone or supine acquisition alone. Of 125 patients with prone and supine acquisitions, 39.3%, 38.3%, 43.2% and 50.5% of cancers were detected on a single acquisition at a sphericity of 0, 50, 75 and 100, respectively. CAD detected three cancers missed by radiologists at the original clinical interpretation. False-positive prompts decreased with increasing sphericity value (median 65, 57, 45, 24 per patient at values of 0, 50, 75, 100, respectively) but many patients were poorly prepared.

CONCLUSION

CAD can detect symptomatic colorectal cancer but must be applied to both prone and supine acquisitions for best performance.

摘要

目的

计算机辅助检测(CAD)在 CT 结肠成像(CTC)中被开发出来,用于检测无症状患者中的良性息肉。我们旨在确定这种 CAD 系统是否也可以检测出有症状患者中的癌症。

方法

通过 CAD 系统对 137 名随后被证实患有结直肠癌的有症状患者的 CTC 数据进行分析,设置了 4 种不同的球形度设置:0、50、75 和 100。CAD 提示由观察者分类为与癌症重叠的真阳性或在其他地方的假阳性。结肠镜数据用于辅助匹配。

结果

在 137 例癌症中,CAD 在球形度为 0、50、75 和 100 时分别识别出 124 例(90.5%)、122 例(89.1%)、119 例(86.9%)和 102 例(74.5%)。相当一部分癌症仅在俯卧位或仰卧位采集时被检测到。在有俯卧位和仰卧位采集的 125 例患者中,在球形度为 0、50、75 和 100 时,分别有 39.3%、38.3%、43.2%和 50.5%的癌症仅在单次采集时被检测到。CAD 检测到 3 例放射科医生在原始临床解读中遗漏的癌症。随着球形度值的增加,假阳性提示减少(中位数分别为 65、57、45、24 个/患者,球形度值分别为 0、50、75、100),但许多患者准备不足。

结论

CAD 可以检测出有症状的结直肠癌,但必须应用于俯卧位和仰卧位采集以获得最佳性能。

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