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Estimation of ultrasound strain indices in carotid plaque and correlation to cognitive dysfunction

机译:颈动脉斑块超声应变指数的估计及其与认知功能障碍的关系

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Carotid plaque prone to release emboli may be predicted by increased strain variations within plaque due to arterial pulsation over a cardiac cycle. Non-invasive ultrasound strain imaging may therefore be a viable surrogate to determine the risk of embolic stroke and possible cognitive impairment. Ultrasound strain imaging was performed on 24 human subjects with significant plaque, who also underwent standardized cognitive assessment (Repeatable Battery for the Assessment of Neuropsychological Status (RBANS)) prior to a carotid endarterectomy (CEA) procedure. Radiofrequency signals were acquired using a Siemens Antares with a VFX 13-5 linear array transducer. Plaque regions were segmented by a radiologist at end-diastole using the Medical Imaging Interaction Toolkit. A hierarchical block-matching motion tracking algorithm was utilized to estimate the cumulated axial, lateral, and shear strains within the imaging plane. The maximum strain indices of the plaque, defined as mean accumulated strain over a small region of interest in the plaque with large deformations, were obtained. All the strain indices were then correlated with RBANS Total score. Overall cognitive performance was negatively associated with maximum axial and lateral strains respectively. The results demonstrate a direct relationship between the maximum axial and lateral strain indices in carotid plaque and cognitive impairment.
机译:易于释放栓子的颈动脉斑块可通过在心动周期中由于动脉搏动而在斑块内增加应变变化来预测。因此,非侵入性超声应变成像可能是确定栓塞性中风和可能的认知障碍风险的可行替代方法。超声应变成像是对24位具有明显斑块的人类受试者进行的,在颈动脉内膜切除术(CEA)之前,他们还接受了标准化的认知评估(用于评估神经心理状态的可重复电池(RBANS))。使用带有VFX 13-5线性阵列换能器的Siemens Antares采集射频信号。放射医师在舒张末期使用医学成像交互工具套件对斑块区域进行了分割。利用分层的块匹配运动跟踪算法来估计成像平面内累积的轴向,横向和剪切应变。获得了斑块的最大应变指数,其被定义为斑块中具有较小变形的小目标区域上的平均累积应变。然后将所有应变指数与RBANS总分相关。总体认知能力分别与最大轴向和横向应变负相关。结果表明,颈动脉斑块的最大轴向和横向应变指数与认知障碍之间存在直接关系。

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