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ADC图的容积分割及标准差作为软组织肿瘤异质性测量指标的效用

Volumetric segmentation of ADC maps and utility of standard deviation as measure of tumor heterogeneity in soft tissue tumors.

作者信息

Singer Adam D, Pattany Pradip M, Fayad Laura M, Tresley Jonathan, Subhawong Ty K

机构信息

Department of Radiology and Imaging Sciences, Emory University Hospital, Atlanta, GA.

Department of Radiology, University of Miami, Miami, FL.

出版信息

Clin Imaging. 2016 May-Jun;40(3):386-91. doi: 10.1016/j.clinimag.2015.11.017. Epub 2015 Nov 30.

Abstract

PURPOSE

Determine interobserver concordance of semiautomated three-dimensional volumetric and two-dimensional manual measurements of apparent diffusion coefficient (ADC) values in soft tissue masses (STMs) and explore standard deviation (SD) as a measure of tumor ADC heterogeneity.

RESULTS

Concordance correlation coefficients for mean ADC increased with more extensive sampling. Agreement on the SD of tumor ADC values was better for large regions of interest and multislice methods. Correlation between mean and SD ADC was low, suggesting that these parameters are relatively independent.

CONCLUSION

Mean ADC of STMs can be determined by volumetric quantification with high interobserver agreement. STM heterogeneity merits further investigation as a potential imaging biomarker that complements other functional magnetic resonance imaging parameters.

摘要

目的

确定软组织肿块(STM)中表观扩散系数(ADC)值的半自动三维容积测量和二维手动测量的观察者间一致性,并探索标准差(SD)作为肿瘤ADC异质性的一种度量方法。

结果

平均ADC的一致性相关系数随着采样范围的扩大而增加。对于大感兴趣区域和多层方法,肿瘤ADC值标准差的一致性更好。平均ADC与标准差ADC之间的相关性较低,表明这些参数相对独立。

结论

STM的平均ADC可通过容积定量法确定,观察者间一致性较高。STM异质性作为一种潜在的成像生物标志物,可补充其他功能磁共振成像参数,值得进一步研究。

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