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Mammography Reading with Computer-Aided Detection (CAD): Single View vs Two Views

机译:乳房X线摄影读数与计算机辅助检测(CAD):单视图与两个视图

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Two-view mammography is known to be more effective than one-view in increasing breast cancer detection and reducing recall rates. In addition, there is evidence that computer aided detection (CAD) systems are able to prompt malignant abnormalities that have been overlooked by a human reader. Using data from the UK NHS Breast Screening Programme (NHSBSP) we compared double reading with single reading using a CAD system, to assess the relationship between CAD and number of views in terms of the sensitivity of the screening regime to cancer detection and the recall rate of normal cases. CAD appeared to contribute to an increased cancer detection rate with single-view mammography without significantly increasing the recall rate. For two-view mammography, there was no significant change in sensitivity using CAD but a significantly higher recall rate. However, single-view mammography was used in incident rounds in which previous mammograms were available whereas two-view mammography was used in the prevalent round where no previous mammograms were available.
机译:众所周知,两视图乳房X线照相术在增加乳腺癌检测和减少召回率时比单视图更有效。此外,有证据表明计算机辅助检测(CAD)系统能够提示人类读者忽视的恶性异常。使用来自英国NHS乳房筛查程序(NHSBSP)的数据,我们使用CAD系统进行了单读进行双重阅读,以评估CAD与筛选制度对癌症检测的敏感性和召回率之间的视图之间的关系正常情况。 CAD似乎有助于增加癌症检测率,单视乳腺X线摄影,而不会显着增加召回率。对于双视图乳房X线照相术,使用CAD没有显着变化,但召回率明显高。然而,单视图乳房X线照相术用于入射的圆形X线照片,其中先前的乳房X光图,而双视图乳房X线照片用于普遍存在的换档,在没有先前的乳房X光点。

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