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Post-processing of structural MRI for individualized diagnostics

机译:结构MRI的后处理以进行个性化诊断

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Currently, a relevant proportion of all histopathologically proven focal cortical dysplasia (FCD) escape visual detection; this shows the need for additional improvements in analyzing MRI data. A positive MRI is still the strongest prognostic factor for postoperative freedom of seizures. Among several post-processing methods voxel-based morphometry (VBM) of T1- and T2-weighted sequences and T2 relaxometry are routinely applied in pre-surgical diagnostics of cryptogenic epilepsy in epilepsy centers. VBM is superior to conventional visual analysis with 9-15% more identified epileptogenic foci, while T2 relaxometry has its main application in (mesial) temporal lobe epilepsy. Further methods such as surface-based morphometry (SBM) or diffusion tensor imaging are promising but there is a lack of current studies comparing their individual diagnostic value. Post-processing methods represent an important addition to conventional visual analysis but need to be interpreted with expertise and experience so that they should be apprehended as a complementary tool within the context of the multi-modal evaluation of epilepsy patients. This review will give an overview of existing post-processing methods of structural MRI and outline their clinical relevance in detection of epileptogenic structural changes.
机译:目前,在所有经组织病理学证实的局灶性皮质发育异常(FCD)中,有相当一部分逃避了视觉检测;这表明在分析MRI数据时需要进一步改进。 MRI阳性仍然是术后癫痫发作自由度的最强预后因素。在几种后处理方法中,T1和T2加权序列的基于体素的形态测量(VBM)和T2松弛测量通常用于癫痫中心隐源性癫痫的术前诊断。 VBM优于常规的视觉分析,可识别出9-15%的致癫痫灶,而T2松弛法主要用于(部分)颞叶癫痫。诸如基于表面的形态计量学(SBM)或扩散张量成像之类的其他方法很有希望,但目前尚缺乏将其各自的诊断价值进行比较的研究。后处理方法是常规视觉分析的重要补充,但需要以专业知识和经验进行解释,以便在癫痫患者的多模式评估中将其视为补充工具。这篇综述将概述结构MRI的现有后处理方法,并概述其在检测致痫性结构变化中的临床意义。

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