Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK.
Department of Radiation Oncology, Amsterdam University Medical Center, University of Amsterdam, The Netherlands.
Radiother Oncol. 2021 Oct;163:68-75. doi: 10.1016/j.radonc.2021.07.027. Epub 2021 Jul 31.
Cone beam CT (CBCT) is used in paediatric image-guided radiotherapy (IGRT) for patient setup and internal anatomy assessment. Adult CBCT protocols lead to excessive doses in children, increasing the risk of radiation-induced malignancies. Reducing imaging dose increases quantum noise, degrading image quality. Patient CBCTs also include 'anatomical noise' (e.g. motion artefacts), further degrading quality. We determine noise contributions in paediatric CBCT, recommending practical imaging protocols and thresholds above which increasing dose yields no improvement in image quality.
Sixty CBCTs including the thorax or abdomen/pelvis from 7 paediatric patients (aged 6-13 years) were acquired at a range of doses and used to simulate lower dose scans, totalling 192 scans (0.5-12.8 mGy). Noise measured in corresponding regions of each patient and a 10-year-old phantom were compared, modelling total (including anatomical) noise, and quantum noise contributions as a function of dose. Contrast-to-noise ratio (CNR) was measured between fat/muscle. Soft tissue registration was performed on the kidneys, comparing accuracy to the highest dose scans.
Quantum noise contributed <20% to total noise in all cases, suggesting anatomical noise is the largest determinant of image quality in the abdominal/pelvic region. CNR exceeded 3 in over 90% of cases ≥ 1 mGy, and 57% of cases at 0.5 mGy. Soft tissue registration was accurate for doses > 1 mGy.
Anatomical noise dominates quantum noise in paediatric CBCT. Appropriate soft tissue contrast and registration accuracy can be achieved for doses as low as 1 mGy. Increasing dose above 1 mGy holds no benefit in improving image quality or registration accuracy due to the presence of anatomical noise.
锥形束 CT(CBCT)用于儿科图像引导放射治疗(IGRT)中的患者摆位和内部解剖评估。成人 CBCT 方案会导致儿童剂量过高,增加辐射诱导恶性肿瘤的风险。降低成像剂量会增加量子噪声,从而降低图像质量。患者 CBCT 还包括“解剖噪声”(例如运动伪影),进一步降低质量。我们确定了儿科 CBCT 中的噪声贡献,推荐了实用的成像方案和阈值,超过这些阈值增加剂量不会提高图像质量。
从 7 名儿科患者(6-13 岁)的胸部或腹部/骨盆中采集了 60 个 CBCT,剂量范围为 0.5-12.8 mGy,用于模拟低剂量扫描,共 192 个扫描。比较了每个患者和一个 10 岁的体模的对应区域中的噪声,模拟了总(包括解剖)噪声和作为剂量函数的量子噪声贡献。测量了脂肪/肌肉之间的对比度噪声比(CNR)。对肾脏进行软组织配准,比较与最高剂量扫描的准确性。
在所有情况下,量子噪声对总噪声的贡献都<20%,这表明在腹部/骨盆区域,解剖噪声是图像质量的最大决定因素。在 1 mGy 以上的情况下,超过 90%的病例 CNR 超过 3,而在 0.5 mGy 的情况下,有 57%的病例 CNR 超过 3。在剂量>1 mGy 的情况下,软组织配准是准确的。
在儿科 CBCT 中,解剖噪声主导量子噪声。在 1 mGy 以下的剂量下,可以获得适当的软组织对比度和注册准确性。由于存在解剖噪声,增加剂量超过 1 mGy 不会改善图像质量或注册准确性。