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Longitudinal progression of grey matter atrophy morphological characteristics in MCI patients

机译:MCI患者灰质萎缩形态特征的纵向进展

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Objective To investigate the differences of cerebral grey matter atrophy over time between MCI (Mild Cognitive Impairment) and NC (Normal Control), and further investigate the differences of cerebral grey matter atrophy between SMCI (Stable MCI) and PMCI (Progressive MCI). Methods Based on improved VBM-DARTEL method, NC and MCI longitudinal datasets of 3 years were processed. Firstly, the atrophy patterns and atrophy rates of NC and MCI were obtained. Then, the differences of atrophy within some certain cerebral regions between SMCI and PMCI were explored applying the ROI (Regions of Interest) method. Fractal dimensions were also applied to describe the texture features of the atrophy regions within ROIs and differences of atrophy rates were also calculated. Results With the time varying, the atrophy regions were gradually expanding. In MCI, the atrophy pace was faster and the atrophy rate at the same time point was higher than that in NC. By longitudinal comparison between SMCI and PMCI, it was found that the atrophy in PMCI appeared earlier in the hippocampus, the temporal lobe, the cingulate gyrus and the caudate nucleus and showed an increasing atrophy rate and decreasing fractal dimensions. Conclusions VBM-DARTEL method can be applied to study the cerebral grey matter atrophy effectively. The results showed that the cerebral grey matter changing over time was more obvious in MCI, which can be used to diagnose early AD. Compared to SMCI, there appeared more obvious atrophy in some certain regions of cerebral grey matter in PMCI. So these atrophy differences between SMCI and PMCI can be the evidence to identify PMCI and was of help for clinical diagnosis, clinical intervention and clinical treatment of early AD.
机译:目的探讨MCI(轻度认知障碍)和NC(正常对照)之间随着时间的推移脑灰质萎缩的差异,进一步研究SMCI(稳定MCI)和PMCI(逐渐MCI)之间的脑灰质萎缩的差异。基于改进的VBM-Dartel方法,NC和MCI纵向数据集3年的方法进行了处理。首先,获得了NC和MCI的萎缩模式和萎缩速率。然后,探讨了SMCI和PMCI之间的一些某些脑区内的萎缩差异,应用于竞争对手(兴趣区)方法。分形尺寸也应用于描述ROI中萎缩区的纹理特征,并且还计算了萎缩率的差异。结果随着时间变化,萎缩区逐渐扩大。在MCI中,萎缩的速度更快,同一时间点的萎缩率高于NC中的萎缩率。通过SMCI和PMCI之间的纵向比较,发现PMCI中的萎缩在海马,颞叶,铰接回核和尾状核中出现,并且表现出增加的萎缩率和分形尺寸的增加。结论VBM-Dartel方法可有效地应用萎缩的脑灰质物质。结果表明,在MCI中,随着时间的推移而变化的脑灰质物质更明显,可用于诊断早期广告。与SMCI相比,PMCI在脑灰质的某些地区出现了更明显的萎缩。因此,SMCI和PMCI之间的这些萎缩差异可以是识别PMCI的证据,并且有助于早期广告的临床诊断,临床干预和临床治疗。

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