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本文引用的文献

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Computer-aided diagnosis of lung nodules on CT scans: ROC study of its effect on radiologists' performance.CT 扫描肺结节的计算机辅助诊断:对放射科医生性能影响的 ROC 研究。
Acad Radiol. 2010 Mar;17(3):323-32. doi: 10.1016/j.acra.2009.10.016.
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Lung nodule computer-aided detection as a second reader: influence on radiology residents.作为第二阅片者的肺结节计算机辅助检测:对放射科住院医师的影响
J Comput Assist Tomogr. 2010 Jan;34(1):35-9. doi: 10.1097/RCT.0b013e3181b2e866.
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Automatic bone and plaque removal using dual energy CT for head and neck angiography: feasibility and initial performance evaluation.利用双能 CT 对头颈部血管造影进行自动骨和斑块去除:可行性和初步性能评估。
Eur J Radiol. 2010 Oct;76(1):61-7. doi: 10.1016/j.ejrad.2009.05.004. Epub 2009 Jun 10.
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Workload of radiologists in United States in 2006-2007 and trends since 1991-1992.2006 - 2007年美国放射科医生的工作量以及自1991 - 1992年以来的趋势。
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Clinical evaluation of dual-energy bone removal in CT angiography of the head and neck: comparison with conventional bone-subtraction CT angiography.头颈部CT血管造影中双能量去骨的临床评估:与传统骨减影CT血管造影的比较
Clin Radiol. 2009 May;64(5):534-41. doi: 10.1016/j.crad.2009.01.007. Epub 2009 Mar 17.
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Window settings for the study of calcified carotid plaques with multidetector CT angiography.使用多排CT血管造影术研究钙化颈动脉斑块的窗设置。
AJNR Am J Neuroradiol. 2009 Aug;30(7):1445-50. doi: 10.3174/ajnr.A1509. Epub 2009 Mar 19.
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Evaluation of computer-aided diagnosis (CAD) software for the detection of lung nodules on multidetector row computed tomography (MDCT): JAFROC study for the improvement in radiologists' diagnostic accuracy.多排螺旋计算机断层扫描(MDCT)上肺结节检测的计算机辅助诊断(CAD)软件评估:提高放射科医生诊断准确性的JAFROC研究
Acad Radiol. 2008 Dec;15(12):1505-12. doi: 10.1016/j.acra.2008.06.009.
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Trends in the utilization of medical procedures that use ionizing radiation.使用电离辐射的医疗程序的使用趋势。
Health Phys. 2008 Nov;95(5):612-27. doi: 10.1097/01.HP.0000327659.42618.c1.
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Computed tomography use in a tertiary care university hospital.计算机断层扫描在一所三级护理大学医院的应用。
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颈动脉狭窄的计算机辅助定量评估。

Evaluation of computer-assisted quantification of carotid artery stenosis.

机构信息

Diagnostic and Interventional Radiology, Eberhard-Karls-University, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.

出版信息

J Digit Imaging. 2012 Apr;25(2):250-7. doi: 10.1007/s10278-011-9413-y.

DOI:10.1007/s10278-011-9413-y
PMID:21786073
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3295974/
Abstract

The purpose of this study was to evaluate the influence of advanced software assistance on the assessment of carotid artery stenosis; particularly, the inter-observer variability of readers with different level of experience is to be investigated. Forty patients with suspected carotid artery stenosis received head and neck dual-energy CT angiography as part of their pre-interventional workup. Four blinded readers with different levels of experience performed standard imaging interpretation. At least 1 day later, they performed quantification using an advanced vessel analysis software including automatic dual-energy bone and hard plaque removal, automatic and semiautomatic vessel segmentation, as well as creation of curved planar reformation. Results were evaluated for the reproducibility of stenosis quantification of different readers by calculating the kappa and correlation values. Consensus reading of the two most experienced readers was used as the standard of reference. For standard imaging interpretation, experienced readers reached very good (k = 0.85) and good (k = 0.78) inter-observer variability. Inexperienced readers achieved moderate (k = 0.6) and fair (k = 0.24) results. Sensitivity values 80%, 91%, 83%, 77% and specificity values 100%, 84%, 82%, 53% were achieved for significant area stenosis >70%. For grading using advanced vessel analysis software, all readers achieved good inter-observer variability (k = 0.77, 0.72, 0.71, and 0.77). Specificity values of 97%, 95%, 95%, 93% and sensitivity values of 84%, 78%, 86%, 92% were achieved. In conclusion, when supported by advanced vessel analysis software, experienced readers are able to achieve good reproducibility. Even inexperienced readers are able to achieve good results in the assessment of carotid artery stenosis when using advanced vessel analysis software.

摘要

本研究旨在评估高级软件辅助对颈动脉狭窄评估的影响;特别是,要研究不同经验水平的读者之间的观察者间变异性。40 名疑似颈动脉狭窄的患者接受了头颈部双能 CT 血管造影术,作为其术前检查的一部分。四位具有不同经验水平的盲法读者进行了标准的影像学解读。至少 1 天后,他们使用先进的血管分析软件进行了定量分析,该软件包括自动双能骨和硬斑块去除、自动和半自动血管分割以及曲面重建。通过计算κ值和相关系数来评估不同读者狭窄定量评估的可重复性。使用两位最有经验的读者的共识阅读作为参考标准。对于标准影像学解读,有经验的读者达到了非常好(κ=0.85)和良好(κ=0.78)的观察者间变异性。无经验的读者达到了中度(κ=0.6)和公平(κ=0.24)的结果。对于>70%的显著面积狭窄,灵敏度值为 80%、91%、83%、77%,特异性值为 100%、84%、82%、53%。对于使用先进的血管分析软件进行分级,所有读者均达到了良好的观察者间变异性(κ=0.77、0.72、0.71 和 0.77)。特异性值为 97%、95%、95%、93%,灵敏度值为 84%、78%、86%、92%。总之,在先进的血管分析软件的支持下,有经验的读者能够实现良好的可重复性。即使使用先进的血管分析软件,经验不足的读者也能够在评估颈动脉狭窄方面取得良好的结果。