MacDonald Lawrence R, Lo Joseph Y, Sturgeon Gregory M, Zeng Chengeng, Harrison Robert L, Kinahan Paul E, Segars William Paul
University of Washington Radiology Department, Seattle, WA 98195.
Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University Medical Center, Durham, NC 27705.
IEEE Trans Radiat Plasma Med Sci. 2020 Sep;4(5):585-593. doi: 10.1109/trpms.2020.2991120. Epub 2020 Apr 29.
We investigated PET image quantification when using a uniform attenuation coefficient () for attenuation correction (AC) of anthropomorphic density phantoms derived from high-resolution breast CT scans. A breast PET system was modeled with perfect data corrections except for AC. Using uniform for AC resulted in quantitative errors roughly proportional to the difference between used in AC ( ) and local , yielding approximately ± 5% bias, corresponding to the variation of for 511 keV photons in breast tissue. Global bias was lowest when uniform was equal to the phantom mean ( ). Local bias in 10-mm spheres increased as the sphere deviated from , but remained only 2-3% when the was 6.5% higher than . Bias varied linearly with and was roughly proportional to local mismatch. Minimizing local bias, e.g., in a small sphere, required the use of a uniform value between the local and the . Thus, biases from using uniform- AC are low when local is close to . As the increasingly differs from the phantom , bias increases, and the optimal uniform is less predictable, having a value between and the phantom .
我们研究了在对源自高分辨率乳腺CT扫描的拟人化密度体模进行衰减校正(AC)时使用均匀衰减系数()进行PET图像定量分析的情况。除AC外,对乳腺PET系统进行了完美数据校正建模。使用均匀的进行AC会导致定量误差,该误差大致与AC中使用的()和局部之间的差异成正比,产生约±5%的偏差,这与乳腺组织中511keV光子的变化相对应。当均匀等于体模平均()时,全局偏差最低。随着球体偏离,10mm球体中的局部偏差增加,但当比高6.5%时,局部偏差仅保持在2-3%。偏差随线性变化,大致与局部不匹配成正比。例如,在小球体中最小化局部偏差需要使用介于局部和之间的均匀值。因此,当局部接近时,使用均匀AC产生的偏差较低。随着与体模的差异越来越大,偏差增加,最佳均匀值的可预测性降低,其值介于和体模之间。