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Simulation studies for the quantitative detection of lesions by statistical parametric mapping in assessing cerebral blood flow with SPECT

机译:统计参数测绘在评估SPECT时测定病变定量检测的仿真研究

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The purpose of this study was to determine whether SPM can effectively detect abnormalities on brain SPECT images. The averaged images of 9 normal control SPECT scans were generated using the MEAN function of an SPM '96. Artificial lesions were introduced on both sides of the temporal lobe by changing the mean local intensity on the average images for both a single slice and three slices. The intensity values were altered by -40%, -20%, +20% and +40% from normal values, for 20 or 40 voxels, and were examined in combination, i.e. both sides increased or decreased, or one side increased and the other decreased. We examined the effects of global normalization, and p- and extended p-values on quantified lesion sizes. SPM detected lesions for more voxels, higher intensity changes and multiple slices, better than lesions of less voxels, with lower intensity changes and a single slice. SPM detected increased lesions better than decreased lesions, when global normalization was applied. SPM localized lesions well, but global normalization and p- and extended p-values significantly effected the determined lesion sizes. The SPM analysis should be used with a full understanding of its potentials and limitations for clinical applications.
机译:本研究的目的是确定SPM是否可以有效地检测脑SPECT图像上的异常。使用SPM '96的平均功能生成9个正常控制SPECT扫描的平均图像。通过改变单个切片和三个切片的平均图像上的平均局部强度在颞叶的两侧引入人工病变。强度值由正常值的-40%,-20%,+ 20%和+ 40%改变,持续20或40个体素,并且组合检查,即两侧增加或减少,或一侧增加其他减少。我们检查了全球正常化的影响,以及对量化病变尺寸的p-和扩展的p值。 SPM检测到的病变以获得更多体素,更高的强度变化和多个切片,优于较小的体素的病变,具有较低的强度变化和单个切片。当施加全球标准化时,SPM检测到比降低的病变更好的病变。 SPM局部病变良好,但全局归一化和P-和扩展的P值显着影响了确定的病变尺寸。 SPM分析应充分了解其临床应用的潜力和限制。

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