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Assessment of patient dose and noise level of clinical CT images: automated measurements

机译:临床CT图像患者剂量和噪声水平评估:自动测量

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摘要

We investigated comparisons between patient dose and noise in pelvic, abdominal, thoracic and head CT images using an automatic method. 113 patient images (37 pelvis, 34 abdominal, 25 thoracic, and 17 head examinations) were retrospectively and automatically examined in this study. Water-equivalent diameter (Dw), size-specific dose estimates (SSDE) and noise were automatically calculated from the center slice for every patient image. The Dw was calculated based on auto-contouring of the patients' edges, and the SSDE was calculated as the product of the volume CT dose index (CTDIvol) extracted from the Digital Imaging and Communications in Medicine (DICOM) header and the size conversion factor based on the Dw obtained from AAPM 204. The noise was automatically measured as a minimum standard deviation in the map of standard deviations. A square region of interest of about 1 cm(2) was used in the automated noise measurement. The SSDE values for the pelvis, abdomen, thorax, and head were 21.8 +/- 7.3 mGy, 22.0 +/- 4.5 mGy, 21.5 +/- 4.7 mGy, and 65.1 +/- 1.7 mGy, respectively. The SSDEs for the pelvis, abdomen, and thorax increased linearly with increasing Dw, and for the head with constant tube current, the SSDE decreased with increasing Dw. The noise in the pelvis, abdomen, thorax, and head were 5.9 +/- 1.5 HU, 5.2 +/- 1.4 HU, 4.9 +/- 0.8 HU and 3.9 +/- 0.2 HU, respectively. The noise levels for the pelvis, abdomen, and thorax of the patients were relatively constant with Dw because of tube current modulation. The noise in the head image was also relatively constant because Dw variations in the head are very small. The automated approach provides a convenient and objective tool for dose optimizations.
机译:我们使用自动方法调查了患者剂量和脊髓,胸腔和头CT图像中噪声的比较。回顾性和在本研究中自动检查113患者图像(37个骨盆,34个腹部,25个胸部和17头检查)。对每个患者图像的中心切片自动计算水当量直径(DW),尺寸特异性剂量估计(SSDE)和噪音。基于患者边缘的自动轮廓计算DW,并将SSDE计算为从医学(DICOM)报头中的数字成像和通信中提取的体积CT剂量指数(CTDIVOL)的乘积和尺寸转换因子基于从AAPM 204获得的DW。噪声被自动测量为标准偏差图中的最小标准偏差。在自动噪声测量中使用了约1厘米(2)的平方景点。骨盆,腹部,胸部和头部的SSDE值分别为21.8 +/- 7.3 MGY,22.0 +/- 4.5 MGY,21.5 +/- 4.7 MGY,分别为65.1 +/- 1.7 MGY。骨盆,腹部和胸部的SSDES随着DW的增加而线性增加,并且对于具有恒定管电流的头部,SSDE随着DW的增加而降低。骨盆,腹部,胸部和头部的噪音分别为5.9 +/- 1.5胡,5.2 +/- 1.4 hu,4.9 +/- 0.8 hu和3.9 +/- 0.2胡。由于管电流调制,患者的骨盆,腹部和胸部的噪声水平与DW相对恒定。头部图像中的噪声也相对恒定,因为头部中的DW变化非常小。自动化方法为剂量优化提供了一种方便和客观的工具。

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