Performance and Reading Time of Automated Breast US with or without Computer-aided Detection

医学 无症状的 计算机辅助设计 阅读(过程) 置信区间 接收机工作特性 乳腺癌 乳房成像 医学物理学 放射科 听力学 外科 内科学 乳腺摄影术 癌症 工程制图 语言学 哲学 工程类
作者
Shanling Yang,Xican Gao,Liwen Liu,Rui Shu,Jingru Yan,Ge Zhang,Yao Xiao,Yan Ju,Ni Zhao,Hongping Song
出处
期刊:Radiology [Radiological Society of North America]
卷期号:292 (3): 540-549 被引量:42
标识
DOI:10.1148/radiol.2019181816
摘要

Background Computer-aided detection (CAD) systems may be used to help radiologists interpret automated breast (AB) US images. However, the optimal use of CAD with AB US has, to the knowledge of the authors, not been determined. Purpose To compare the performance and reading time of different readers by using AB US CAD system to detect breast cancer in different reading modes. Materials and Methods In this retrospective study, 1485 AB US images (282 with malignant lesions, 695 with benign lesions, and 508 healthy) in 1452 women (mean age, 43.7 years; age range, 19–82 years) including 529 (36.4%) women who were asymptomatic were collected between 2016 and 2017. A CAD system was used to interpret the images. Three novice readers with 1–3 years of US experience and three experienced readers with 5–10 years of US experience were assigned to read AB US images without CAD, at a second reading (after the reader completed a full unaided interpretation), and at concurrent reading (use of CAD at the start of the assessment). Diagnostic performances and reading times were compared by using analysis of variance. Results For all readers, the mean area under the receiver operating characteristic curve improved from 0.88 (95% confidence interval [CI]: 0.85, 0.91) at without-CAD mode to 0.91 (95% CI: 0.89, 0.92; P < .001) at the second-reading mode and 0.90 (95% CI: 0.89, 0.92; P = .002) at the concurrent-reading mode. The mean sensitivity of novice readers in women who were asymptomatic improved from 67% (95% CI: 63%, 74%) at without-CAD mode to 88% (95% CI: 84%, 89%) at both the second-reading mode and the concurrent-reading mode (P = .003). Compared with the without-CAD and second-reading modes, the mean reading time per volume of concurrent reading was 16 seconds (95% CI: 11, 22; P < .001) and 27 seconds (95% CI: 21, 32; P < .001) shorter, respectively. Conclusion Computer-aided detection (CAD) was helpful for novice readers to improve cancer detection at automated breast US in women who were asymptomatic. CAD was more efficient when used concurrently for all readers. © RSNA, 2019 Online supplemental material is available for this article. See also the editorial by Slanetz in this issue.
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