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首页> 外文期刊>The Japanese dental science review. >Image quality assessment of digital intraoral radiography - perception to caries diagnosis
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Image quality assessment of digital intraoral radiography - perception to caries diagnosis

机译:数字口腔放射成像的图像质量评估-龋齿诊断的感知

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The radiological diagnostic process is composed of the three major phases, psychophysical, psychological and nosological. An apparent improvement in image quality in the psychophysical phase does not necessarily imply an increased diagnostic performance. This may be true for the general diagnostic processes, but may not for the caries diagnosis, because psychophysical phase is of most significance in such special and relatively simplified task. In this article the processes to correlate perception to approximal caries diagnosis are reviewed using the Perceptibility Curve (PC) tests and Receiver Operating Characteristic (ROC) curve tests. The PC test was developed to represent the psychophysical property of the radiographic imaging system. Since physical properties are shown to be closely correlated with psychophysical properties, it is possible to theoretically calculate psychophysical properties of the radiographic systems from their physical properties. In a similar manner, observers' low contrast detectability in the psychophysical phase can be predicted from some physical parameters of the radiographic system. observers' low contrast detectability is also correlated with the diagnostic performance obtained from ROC curve in the task of approximal caries diagnosis. Thus, considerably high correlation between psychophysical properties and diagnostic accuracy indicates close relationship between perception and approximal caries diagnosis. It implies that an improvement in the physical image quality leads to increased diagnostic performance to some extent in the approximal caries diagnosis.
机译:放射诊断过程包括三个主要阶段,即心理物理阶段,心理阶段和疾病阶段。心理物理阶段图像质量的明显改善并不一定意味着诊断性能会提高。这对于一般的诊断过程可能是正确的,但对于龋齿的诊断则可能不是,因为在这种特殊且相对简化的任务中,心理物理阶段最为重要。在本文中,使用感知度曲线(PC)测试和接收者操作特征(ROC)曲线测试对将感知与近似龋齿诊断相关的过程进行了回顾。开发PC测试以代表射线照相成像系统的心理物理特性。由于显示出物理性质与心理物理性质紧密相关,因此可以从其物理性质理论上计算放射线照相系统的心理物理性质。以类似的方式,可以根据射线照相系统的一些物理参数来预测观察者在心理物理阶段的低对比度可检测性。观察者的低对比度可检测性还与从ROC曲线获得的大约龋齿诊断任务的诊断性能相关。因此,心理物理特性与诊断准确性之间的高度相关性表明,知觉与龋齿诊断之间存在密切的关系。这意味着在近似龋齿诊断中,物理图像质量的改善会在某种程度上提高诊断性能。

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