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MRI signal intensity differentiation of brainstem encephalitis induced by Enterovirus 71: a classification approach for acute and convalescence stages

机译:肠道病毒71型引起的脑干脑炎的MRI信号强度分化:急性期和恢复期的分类方法

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Background The objective of this study is to assess standardized histograms of signal intensities of T1 signal and T2 signal on sagittal view without enhancement during (1) acute stage, and (2) convalescence stage of pediatric patients with Enterovirus 71 related brainstem encephalitis (BE), and with respect to (3) healthy normal. Methods Our subjects were hospitalized between March 2010 and October 2012, and underwent pre- and post-contrast MRI studies. The research question to be answered is whether the comparison of the MRI image intensity histograms and relevant statistical quantification can add new knowledge to the diagnosis of BE patients. So, both 25 cases in acute stage with prolonged T1 and T2 signal, without enhancement, and 13 cases in convalescence stage were introduced. In additional, a healthy group with 25 cases was recruited for comparison. Results MRI signal intensity histogram changes of the lesions were compared at the acute and convalescence stages of the disease. Our preliminary results suggest that standardized histograms of signal intensities and their statistical properties are able to provide diagnostic information for the clinical assessment of the disease. Different stages pertaining to the histogram plots comparison showed that overall T1 signal intensity values increase as we traverse from the acute stage to the convalescence stage. And then for the healthy subjects, the T2 signal intensity values changed their magnitudes in a reverse direction. However, exceptions of this can happen in four cases where the primary lesions occurred in the brainstem that developed encephalomalacia resulting in a lower signal in T1WI and higher signal in T2WI. Statistical analysis revealed there was significant difference of T1 signal intensity among the three groups; and also, the T2 signal intensity was lower than other two groups. Conclusions Standardized histogram of T1 and T2 intensity provide valuable and useful information for disease diagnosis and evaluation, which can potentially help medical doctors to save the lives of children.
机译:背景技术这项研究的目的是评估矢状面T1信号和T2信号的信号强度的标准化直方图,这些疾病在(1)肠病毒71相关脑干脑炎(BE)的急性期和(2)康复期的儿科患者中不增强。 ,以及(3)健康正常。方法我们的受试者在2010年3月至2012年10月之间住院,并进行了造影前和造影后MRI研究。需要回答的研究问题是,MRI图像强度直方图的比较和相关的统计量化是否可以为BE患者的诊断增加新的知识。因此,均引入了急性期T1和T2信号延长而无增强的25例,以及恢复期的13例。此外,还招募了一个健康的25例患者进行比较。结果比较了疾病急性期和恢复期病变的MRI信号强度直方图变化。我们的初步结果表明,信号强度的标准化直方图及其统计特性能够为疾病的临床评估提供诊断信息。直方图比较的不同阶段表明,随着我们从急性阶段到恢复阶段的穿越,总体T1信号强度值会增加。然后,对于健康受试者,T2信号强度值沿相反方向改变其大小。但是,在四例中,原发灶发生在脑干中并发展为脑软化,导致T1WI信号降低,T2WI信号升高,可能会出现例外情况。统计分析表明,三组之间的T1信号强度存在显着差异。而且,T2信号强度低于其他两组。结论标准化的T1和T2强度直方图为疾病的诊断和评估提供了有价值和有用的信息,可潜在地帮助医生挽救儿童的生命。

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