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KMID : 0357520090320020147
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Journal of Radiological Science and Technology
2009 Volume.32 No. 2 p.147 ~ p.151
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The Use of Continuous Confidence Judgments in ROC of Digital Radiography
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Kim Hark-Sung
Kim Sung-Cheol
Lee In-Ja
Kim Sung-Cheol
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Abstract
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In general, the discrete confidence judgments that use five-step assessment method have been used to assess the medical images by ROC. TPF or FPF can be computed easily with this independent reading test. However, during experiments, it happens frequently that adequate distribution for observers is required to smoothly estimate the ROC curve. In addition, data becomes invalid for distribution of the created categories. To solve such problems or to apply the ROC interpretation to data that is not obtained from the experimental observation, the continuous confidence judgements (CCJ) has been proposed, which implements ROC interpretation using continuously-distributed experimental results without category classification has been used. As the use of CCJ to assess medical images was barely reported in Korea, we applied it to the assessment of chest digital images in this study. The results showed that a smooth ROC curve was obtained conveniently by the commercialized program and the characteristic value was measured easily. Therefore, it is recommended that this method can be applied to the assessment of digital medical images.
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KEYWORD
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Continuous Confidence judgments, Discrete Confidence judgments, ROC(Receiver operating characteristic), image quality, Contrast-Detail phantom
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