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首页> 外文期刊>Radiology >Detection of simulated multiple sclerosis lesions on T2-weighted and FLAIR images of the brain: observer performance.
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Detection of simulated multiple sclerosis lesions on T2-weighted and FLAIR images of the brain: observer performance.

机译:在大脑的T2加权图像和FLAIR图像上检测模拟的多发性硬化病灶:观察者的表现。

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摘要

PURPOSE: To determine observer performance in the detection of multiple sclerosis (MS) lesions on magnetic resonance (MR) images of the brain and to assess the dependence of observer performance on lesion size, parenchymal location, pulse sequence, and supratentorial versus infratentorial level. MATERIALS AND METHODS: This HIPAA-compliant protocol was approved by the institutional review board, and previously acquired MR data from a healthy volunteer and a patient with MS were used to derive parameter maps, with waiver of informed consent. Parameter maps and image simulator software were used to generate 320 phantom brain images with simulated supratentorial and infratentorial MS lesions. Images were displayed with T2-weighting or fluid-attenuated inversion recovery (FLAIR) contrast. Four readers independently evaluated the images, rating lesions on a five-point certainty scale. Observer performance was measured by using the area under the alternative free-response receiver operating characteristic curve (A(1)), and significance was determined with the z test. RESULTS: Pooled A(1) scores were significantly better for FLAIR imaging (0.96 +/- 0.01 [standard error]) than for T2-weighted MR imaging (0.89 +/- 0.04) supratentorially (P = .05) but were similar for FLAIR imaging (0.90 +/- 0.06) and T2-weighted MR imaging (0.88 +/- 0.05) infratentorially. A(1) scores for cortical, deep white matter, and periventricular lesions were 0.93 +/- 0.05, 0.97 +/- 0.02, and 0.89 +/- 0.04, respectively, for FLAIR imaging and 0.77 +/- 0.06, 0.99 +/- 0.01, and 0.89 +/- 0.05, respectively, for T2-weighted MR imaging. FLAIR scores were significantly higher than T2-weighted scores for cortical lesions. Linear correlation was found between A(1) and lesion size (r = 0.5). CONCLUSION: Supratentorially, performance was better with FLAIR imaging than with T2-weighted MR imaging. Infratentorially, performance was moderate with both modalities. Observers did better with FLAIR imaging in the detection of cortical lesions, and performance improved with increasing lesion size.
机译:目的:确定观察者在脑部磁共振(MR)图像上检测多发性硬化(MS)病变时的表现,并评估观察者表现对病变大小,实质位置,脉搏序列以及幕上与下腹水平的依赖性。材料和方法:该符合HIPAA的方案已获得机构审查委员会的批准,并且先前从健康志愿者和MS患者那里获得的MR数据被用于获得参数图,而无需知情同意。使用参数图和图像模拟器软件生成320张幻影脑图像,并模拟了幕上和幕下MS病变。图像显示为具有T2加权或流体衰减反转恢复(FLAIR)对比。四位读者独立评估图像,以五点确定性等级对病变进行评分。观察者的性能通过使用替代自由响应接收器工作特性曲线(A(1))下的面积进行测量,并通过z检验确定显着性。结果:FLAIR成像的合并A(1)评分明显优于幕前T2加权MR成像(0.89 +/- 0.04)(P = .05),但与T2加权MR成像(P = .05)相似。影像学基础上进行FLAIR成像(0.90 +/- 0.06)和T2加权MR成像(0.88 +/- 0.05)。对于FLAIR成像,皮质,深白质和脑室周围病变的A(1)得分分别为0.93 +/- 0.05、0.97 +/- 0.02和0.89 +/- 0.04,而0.77 +/- 0.06、0.99 + / T2加权MR成像分别为-0.01和0.89 +/- 0.05。对于皮层病变,FLAIR评分显着高于T2加权评分。发现A(1)与病变大小之间存在线性相关性(r = 0.5)。结论:从影像学上来讲,FLAIR成像的性能优于T2加权MR成像。从机体上讲,两种方式的表现均中等。观察者用FLAIR成像在检测皮层病变方面做得更好,并且随着病变尺寸的增加,其表现也有所改善。

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