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Comparison of MRI-based automated segmentation methods and functional neurosurgery targeting with direct visualization of the Ventro-intermediate thalamic nucleus at 7T

机译:比较基于MRI的自动分割方法和功能性神经外科手术的目标并在7T时直接观察腹腔中丘脑核

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摘要

The ventro-intermediate nucleus (Vim), as part of the motor thalamic nuclei, is a commonly used target in functional stereotactic neurosurgery for treatment of drug-resistant tremor. As it cannot be directly visualized on routinely used magnetic resonance imaging (MRI), its clinical targeting is performed using indirect methods. Recent literature suggests that the Vim can be directly visualized on susceptibility-weighted imaging (SWI) acquired at 7 T. Our work aims to assess the distinguishable Vim on 7 T SWI in both healthy-population and patients and, using it as a reference, to compare it with: (1) The clinical targeting, (2) The automated parcellation of thalamic subparts based on 3 T diffusion MRI (dMRI), and (3) The multi-atlas segmentation techniques. In 95.2% of the data, the manual outline was adjacent to the inferior lateral border of the dMRI-based motor-nuclei group, while in 77.8% of the involved cases, its ventral part enclosed the Guiot points. Moreover, the late MRI signature in the patients was always observed in the anterior part of the manual delineation and it overlapped with the multi-atlas outline. Overall, our study provides new insight on Vim discrimination through MRI and imply novel strategies for its automated segmentation, thereby opening new perspectives for standardizing the clinical targeting.
机译:作为运动丘脑核一部分的腹中间核(Vim)是功能性立体定向神经外科手术中用于治疗耐药性震颤的常用靶标。由于无法在常规使用的磁共振成像(MRI)上直接对其进行可视化,因此其临床目标是使用间接方法执行的。最近的文献表明,可以在7 onT获得的药敏加权成像(SWI)上直接可视化Vim。我们的工作旨在评估健康人群和患者在7 T SWI上可区分的Vim,并以此作为参考,将其与以下各项进行比较:(1)临床靶向;(2)基于3 T扩散MRI(dMRI)的丘脑亚部分自动分割;以及(3)多图谱分割技术。在95.2%的数据中,手动轮廓与基于dMRI的运动核群的下外侧边界相邻,而在77.8%的受累病例中,其腹侧部分包围了Guiot点。此外,总是在手动勾画的前部观察到患者的MRI晚期特征,并与多图谱轮廓重叠。总体而言,我们的研究为通过MRI进行Vim识别提供了新见识,并为其自动分割提供了新的策略,从而为标准化临床靶向性开辟了新的前景。

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