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多发性硬化症病灶体积手动和计算机辅助定量的变异性。

The variability of manual and computer assisted quantification of multiple sclerosis lesion volumes.

作者信息

Mitchell J R, Karlik S J, Lee D H, Eliasziw M, Rice G P, Fenster A

机构信息

University of Western Ontario, London, Canada.

出版信息

Med Phys. 1996 Jan;23(1):85-97. doi: 10.1118/1.597685.

Abstract

The high resolution and excellent soft tissue contrast of Magnetic Resonance Imaging (MRI) have enabled direct, noninvasive visualization of Multiple Sclerosis (MS) lesions in vivo. This has allowed the quantification of changes in the appearance of lesions in MR exams to be used as a measure of disease state. Nevertheless, accurate quantification techniques are subject to inter- and intra-operator variability, which may hinder monitoring of disease progression. We have developed a computer program to assist an experienced operator in the quantification of MS lesions in standard spin-echo MR exams. The accuracy of assisted and manual quantification under known conditions was studied using exams of a test phantom, while inter- and intra-operator reliability and variability were studied using exams of a MS patient. Results from the phantom study show that accuracy is improved by assisted quantification. The patient exam results indicate that assisted quantification reduced inter-operator variability from 0.34 to 0.17 cm3, and reduced intra-operator variability from 0.23 to 0.15 cm3. In addition, the minimum significant change between two successive measurements of lesion volume by the same operator was 0.64 cm3 for manual quantification and 0.42 cm3 for assisted quantification. For two different operators making successive measurements, the minimum significant change was 0.94 cm3 for manual quantification, but only 0.47 cm3 for assisted quantification. Finally, the number of lesions to be monitored for an average change in volume at a given power and significance level was reduced by a factor of 2-4 by assisted quantification. These results suggest that assisted quantification may have practical applications in clinical trials, especially those that are large, multicenter, or extended over time, and therefore require lesion measurements by one or more operators.

摘要

磁共振成像(MRI)的高分辨率和出色的软组织对比度能够在体内直接、无创地可视化多发性硬化症(MS)病变。这使得在磁共振检查中对病变外观变化进行量化,可用作疾病状态的一种衡量指标。然而,准确的量化技术存在操作者间和操作者内的变异性,这可能会阻碍对疾病进展的监测。我们开发了一个计算机程序,以协助经验丰富的操作者在标准自旋回波磁共振检查中对MS病变进行量化。使用测试体模的检查研究了已知条件下辅助量化和手动量化的准确性,同时使用MS患者的检查研究了操作者间和操作者内的可靠性及变异性。体模研究结果表明,辅助量化提高了准确性。患者检查结果表明,辅助量化将操作者间变异性从0.34 cm³降低至0.17 cm³,并将操作者内变异性从0.23 cm³降低至0.15 cm³。此外,同一操作者对病变体积进行两次连续测量时,手动量化的最小显著变化为0.64 cm³,辅助量化为0.42 cm³。对于两名不同操作者进行连续测量,手动量化的最小显著变化为0.94 cm³,而辅助量化仅为0.47 cm³。最后,在给定的检验效能和显著性水平下,辅助量化将为监测体积平均变化而需监测的病变数量减少了2至4倍。这些结果表明,辅助量化可能在临床试验中具有实际应用价值,尤其是那些大型、多中心或长期的试验,因此需要由一名或多名操作者进行病变测量。

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