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首页> 外文期刊>British Journal of Radiology >CT colonography: computer-assisted detection of colorectal cancer.
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CT colonography: computer-assisted detection of colorectal cancer.

机译:CT结肠造影:计算机辅助检测结直肠癌。

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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.
机译:目的:已经开发出用于计算机辅助CT结肠成像(CTC)的计算机辅助检测(CAD)技术,以检测无症状患者的良性息肉。我们旨在确定这种CAD系统是否也可以检测到有症状患者的癌症。方法:通过CAD系统在4种不同的球形度设置下(0、50、75和100),分析了随后被证明患有大肠癌的137例有症状的患者的CTC数据。观察者将CAD提示归类为真阳性(如果与癌症重叠)否则为假阳性。结肠镜检查数据用于辅助匹配。结果:在137种癌症中,CAD分别以0、50、75和100的球形度鉴定出124(90.5%),122(89.1%),119(86.9%)和102(74.5%)。仅通过俯卧或仰卧位就可以检测到很大比例的癌症。在125位俯卧位和仰卧位获得性患者中,分别在0、50、75和100的球形度下一次获得39.3%,38.3%,43.2%和50.5%的癌症。 CAD在原始临床解释中检测到放射科医生遗漏的三种癌症。假阳性提示随球形度值的增加而降低(每个患者的中位数分别为0、50、75、100、65、57、45、24),但许多患者准备不足。结论:CAD可以检测到症状性大肠癌,但必须同时用于俯卧和仰卧位以取得最佳性能。

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