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小儿 CT 中评价肝脏细微病变的仿真模型:性能与信心

A Simulation Paradigm for Evaluation of Subtle Liver Lesions at Pediatric CT: Performance and Confidence.

机构信息

Department of Radiology (J.S.N., L.N., B.C.A., J.T.D., A.D., R.G., D.M., C.M.M., V.P., G.R.S.), Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Medical Physics Graduate Program (J.B.S., E.S., T.R.), and Departments of Biomedical Engineering, Electrical and Computer Engineering, and Physics (E.S.), Duke University Medical Center, Box 3808, Durham, NC 27710; Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC (A.E., B.Z.); and Department of Radiology, Stanford University School of Medicine, Stanford, Calif (B.N.P., D.P.F.).

出版信息

Radiol Imaging Cancer. 2019 Sep 27;1(1):e190027. doi: 10.1148/rycan.2019190027. eCollection 2019 Sep.

DOI:10.1148/rycan.2019190027
PMID:33778672
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7983686/
Abstract

PURPOSE

To create and validate a systematic observer performance platform for evaluation of simulated liver lesions at pediatric CT and to test this paradigm to measure the effect of radiation dose reduction on detection performance and reader confidence.

MATERIALS AND METHODS

Thirty normal pediatric (from patients aged 0-10 years) contrast material-enhanced, de-identified abdominal CT scans obtained from July 1, 2012, through July 1, 2016, were retrospectively collected from the clinical database. The study was exempt from institutional review board approval. Zero to three simulated, low-contrast liver lesions (≤6 mm) were digitally inserted by using software, and noise was added to simulate reductions in volume CT dose index (representing radiation dose estimation) of 25% and 50%. Pediatric, abdominal, and resident radiologists (three of each) reviewed 90 data sets in three sessions using an online interface, marking each lesion location and rating confidence (scale, 0-100). Statistical analysis was performed by using software.

RESULTS

Mixed-effects models revealed a significant decrease in detection sensitivity as radiation dose decreased ( < .001). The mean confidence of the full-dose and 25% dose reduction examinations was significantly higher than that of the 50% dose reduction examinations ( = .011 and .012, respectively) but not different from one another ( = .866). Dose was not a significant predictor of time to complete each case, and subspecialty was not a significant predictor of sensitivity or false-positive results.

CONCLUSION

Sensitivity for lesion detection significantly decreased as dose decreased; however, confidence did not change between the full-dose and 25% reduced-dose scans. This suggests that readers are unaware of this decrease in performance, which should be accounted for in clinical dose reduction efforts. Abdomen/GI, CT, Liver, Observer Performance, Pediatrics, Perception Image© RSNA, 2019.

摘要

目的

创建和验证用于评估儿科 CT 模拟肝脏病变的系统观测者性能平台,并测试该方法以衡量降低辐射剂量对检测性能和观察者信心的影响。

材料与方法

本回顾性研究于 2012 年 7 月 1 日至 2016 年 7 月 1 日从临床数据库中收集了 30 例经证实为正常的儿科(年龄 0-10 岁)增强对比剂腹部 CT 扫描。该研究获得了机构审查委员会的豁免批准。使用软件在 0-3 个模拟的低对比度肝脏病变(≤6mm)中插入数字病变,并添加噪声来模拟体剂量 CT 指数(代表辐射剂量估计)降低 25%和 50%。由三位儿科、腹部和住院医师放射科医生(各 3 位)在三个会话中使用在线界面审查了 90 个数据集,标记每个病变位置并进行信心评分(0-100 分)。通过使用软件进行统计分析。

结果

混合效应模型显示,随着辐射剂量的降低,检测敏感性显著下降(<0.001)。全剂量和 25%剂量降低检查的平均置信度显著高于 50%剂量降低检查(分别为<.011 和<.012),但彼此之间无显著差异(=.866)。剂量不是完成每个病例时间的显著预测因子,亚专业也不是敏感性或假阳性结果的显著预测因子。

结论

随着剂量的降低,病变检测的敏感性显著降低;然而,在全剂量和 25%降低剂量扫描之间,信心没有变化。这表明,观察者没有意识到性能的这种下降,在临床剂量降低工作中应考虑到这一点。腹部/胃肠道,CT,肝脏,观测者性能,儿科,感知成像©RSNA,2019。

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本文引用的文献

1
Variability in Radiation Dose From Repeat Identical CT Examinations: Longitudinal Analysis of 2851 Patients Undergoing 12,635 Thoracoabdominal CT Scans in an Academic Health System.重复相同CT检查的辐射剂量变异性:对学术医疗系统中接受12635次胸腹部CT扫描的2851例患者的纵向分析
AJR Am J Roentgenol. 2017 Jun;208(6):1285-1296. doi: 10.2214/AJR.16.17070. Epub 2017 Mar 28.
2
A Toolkit for Pediatric CT Dose Reduction in Community Hospitals.社区医院儿科CT剂量降低工具包。
J Am Coll Radiol. 2016 Nov;13(11):1337-1342.e11. doi: 10.1016/j.jacr.2016.04.032. Epub 2016 Jun 9.
3
Variation in Utilization of Computed Tomography Imaging at Tertiary Pediatric Hospitals.三级儿科医院 CT 成像利用率的差异。
Pediatrics. 2015 Nov;136(5):e1212-9. doi: 10.1542/peds.2015-1671.
4
Benign liver tumors in pediatric patients - Review with emphasis on imaging features.小儿患者的肝脏良性肿瘤——重点关注影像特征的综述
World J Gastroenterol. 2015 Jul 28;21(28):8541-61. doi: 10.3748/wjg.v21.i28.8541.
5
Automated Technique to Measure Noise in Clinical CT Examinations.临床CT检查中测量噪声的自动化技术
AJR Am J Roentgenol. 2015 Jul;205(1):W93-9. doi: 10.2214/AJR.14.13613.
6
A generic framework to simulate realistic lung, liver and renal pathologies in CT imaging.一种在CT成像中模拟逼真的肺部、肝脏和肾脏病变的通用框架。
Phys Med Biol. 2014 Nov 7;59(21):6637-57. doi: 10.1088/0031-9155/59/21/6637. Epub 2014 Oct 17.
7
Comparison of conventional and simulated reduced-tube current MDCT for evaluation of suspected appendicitis in the pediatric population.常规与模拟低管电流 MDCT 在儿童疑似阑尾炎中的评估比较。
AJR Am J Roentgenol. 2013 Sep;201(3):651-8. doi: 10.2214/AJR.12.9667.
8
The use of computed tomography in pediatrics and the associated radiation exposure and estimated cancer risk.儿童中计算机断层扫描的应用及其相关的辐射暴露和癌症风险估计。
JAMA Pediatr. 2013 Aug 1;167(8):700-7. doi: 10.1001/jamapediatrics.2013.311.
9
Diagnostic reference ranges for pediatric abdominal CT.儿科腹部 CT 的诊断参考范围。
Radiology. 2013 Jul;268(1):208-18. doi: 10.1148/radiol.13120730. Epub 2013 Mar 19.
10
A survey of resilience, burnout, and tolerance of uncertainty in Australian general practice registrars.澳大利亚全科住院医师韧性、倦怠和不确定性容忍度调查。
BMC Med Educ. 2013 Jan 7;13:2. doi: 10.1186/1472-6920-13-2.