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Clinical Effectiveness of Improved Temporal Subtraction for Digital Chest Radiographs

机译:改进数字胸部X线片临床减法的临床效果

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We have performed a retrospective evaluation to assess the effects of temporal subtraction in chest screening.Nineteen abnormal and 30 normal examples of chest CR screening images were selected, and a data set comprising current, previous, and temporal subtraction (T-sub) images were generated. Abnormal examples were chosen from cases with abnormal findings that were confirmed by subsequent CT scanning to need close examination. In the evaluation experiments, only current and previous chest images were displayed at first. After a radiograph observer judged the existence of any abnormal findings by the 5-step rating method, the same observer judged the case again using the T-sub image. Physicians of three different categories, namely diagnostic radiologists with clinical experience of two years or more, less experienced radiologists, and non-radiologists participated in the experiments. As a results of ROC analysis, it was confirmed that the use of temporal subtraction improves the Az value by about 10% overall. The Az value increase was more significant in the group of less experienced doctors. The ROC curves using T-sub image of these physicians approached those of the well-experienced radiologists. These results strongly indicate the clinical efficacy of the assessed system in chest screening.
机译:我们已经进行了回顾性评估,以评估胸部筛选中的时间减法的影响。在选择的胸部CR筛选图像的异常和30个正常例子中,以及包括电流,先前和时间减法(T-Sub)图像的数据集生成。从随后的CT扫描确认的异常发现的情况下选择异常的例子,以便仔细检查。在评估实验中,首先仅显示当前和先前的胸部图像。在X线观测器通过5步额定法判断出现任何异常发现的情况之后,使用T-Sub图像再次判断出相同的观察者。三种不同类别的医生,即诊断放射学家,临床经验两年或更长时间,经验丰富的放射科医生和非放射科医生参加了实验。作为ROC分析的结果,证实使用时间减法的使用将AZ值提高了约10%的总体。在不太有经验的医生的组中,AZ价值增加更为重要。使用这些医生的T-Sub图像的ROC曲线接近经验丰富的放射科学家的曲线。这些结果强烈表示评估系统在胸部筛选中的临床疗效。

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