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Virtual monoenergetic imaging in rapid kVp-switching dual-energy CT (DECT) of the abdomen: impact on CT texture analysis

机译:腹部快速KVP切换双能CT(DECT)中的虚拟单体终禁型成像:对CT纹理分析的影响

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PurposeTo study the impact of keV levels of virtual monoenergetic images generated from rapid kVp-switching dual-energy CT (rsDECT) on CT texture analysis (CTTA).MethodsThis study included 30 consecutive patients (59.312years; range 34-77years; 17M:13F) who underwent portal venous phase abdominal CT on a rsDECT scanner. Axial 5-mm monoenergetic images at 5 energy levels (40/50/60/70/80keV) were created and CTTA of liver was performed. CTTA comprised a filtration-histogram technique with different spatial scale filter (SSF) values (0-6). CTTA quantification at each SSF value included histogram-based statistical parameters such as mean intensity, standard deviation (SD), entropy, mean of positive pixels (MPP), skewness, and kurtosis. The values were compared using repeated measures ANOVA.ResultsAmong the different CTTA metrics, mean intensity (at SSF0), skewness, and kurtosis did not show variability whereas entropy, MPP, and SD varied with different keV levels. There was no change in skewness and kurtosis values for all 6 filters (p0.05). Mean intensity showed no change for filters 2-6 (p0.05). Mean intensity at SSF=0 i.e., mean attenuations were 91.2 +/- 2.9, 108.7 +/- 3.6, 136.1 +/- 4.7, 179.8 +/- 6.9, and 250.5 +/- 10.1 HU for 80, 70, 60, 50, and 40keV images, respectively demonstrating significant variability (decrease) with increasing keV levels (p0.001). Entropy, MPP, and SD values showed a statistically significant decrease with increasing keV of monoenergetic images on all 6 filters (p0.001).Conclusion p id=Par4 The energy levels of monoenergetic images have variable impact on the different CTTA parameters, with no significant change in skewness, kurtosis, and filtered mean intensity whereas significant decrease in mean attenuation, entropy, MPP, and SD values with increasing energy levels.
机译:Puposeto研究了在CT纹理分析(CTTA)的快速kVP切换双能CT(RSDECT)中生成的虚拟单体图像的影响对CT纹理分析(CTTA).Methodsthis研究包括连续30名患者(59.312年;范围34-77岁; 17米:13F )在RSDect扫描仪上接受门静脉期腹部CT。产生5个能级(40/50/60/70 / 80KeV)的轴向5-mm单体酸型图像,并进行肝脏的CTTA。 CTTA包括具有不同空间尺度滤波器(SSF)值(0-6)的过滤直方图技术。 CTTA在每个SSF值下量化包括基于直方图的统计参数,例如平均强度,标准偏差(SD),熵,正像素的平均值(MPP),偏振和峰度。使用重复措施Anova.Resultsamong不同的CTTA度量,平均强度(SSF& 0),偏斜,峰值和峰度没有显示出变异性,而熵,MPP和SD在不同的keV水平变化。所有6个过滤器的偏光和刚性病值没有变化(P&GT; 0.05)。平均强度显示过滤器2-6的变化(p& 0.05)。 SSF = 0的平均强度IE,平均衰减为91.2 +/- 2.9,108.7 +/- 3.6,136.1 +/- 4.7,179.8 +/- 6.9,以及80,70,60,50的250.5 +/-10.1 HU和40keV图像,分别展示显着的可变性(减少)随着keV水平的增加(P <0.001)。熵,MPP和SD值显示出在所有6个过滤器上增加单体图像的keV(P <0.001)。结论p id = par4,单元图像的能量水平对不同的CTTA参数具有可变影响,没有偏振,峰度和过滤平均强度的显着变化,而平均衰减,熵,MPP和SD值的显着降低随着能量水平的增加。

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