Division of Imaging and Applied Mathematics, Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, US Food and Drug Administration, Silver Spring, Maryland, USA.
Magn Reson Med. 2012 Aug;68(2):516-22. doi: 10.1002/mrm.23234. Epub 2011 Dec 5.
Variability in diagnostic performance of breast dynamic contrast-enhanced MRI has highlighted the need for improved standardization. While guidance exists on some aspects of the technique, currently, there is no standardized method for selecting repetition time and flip angle, which are important determinants of image contrast. This study develops a theoretical framework for quantitative optimization of temporal aspects of dynamic contrast-enhanced MRI based on area under the receiver operating curve. Optimizations in simulation demonstrate the potential for increases in area under the receiver operating characteristic curve by up to 0.20 and specificity at a sensitivity of 90% by up to 19%, depending on the protocol. These results suggest that careful selection of repetition time and flip angle can improve diagnostic performance and identify these quantities as potentially important parameters for future standardization.
乳腺动态对比增强 MRI 的诊断性能存在差异,这凸显了改进标准化的必要性。虽然该技术的某些方面有指导意见,但目前还没有标准化的方法来选择重复时间和翻转角,而这两者是图像对比度的重要决定因素。本研究基于接收者操作特性曲线下面积,为定量优化动态对比增强 MRI 的时间方面开发了一个理论框架。模拟优化结果表明,根据协议不同,接收者操作特性曲线下面积最多可提高 0.20,90%敏感度时的特异性最多可提高 19%。这些结果表明,仔细选择重复时间和翻转角可以提高诊断性能,并将这些参数确定为未来标准化的潜在重要参数。