PSP皮层下图谱:面向进行性核上性麻痹Richardson综合征的新型神经影像图谱
The PSP subcortical atlas - a new neuroimaging atlas for progressive supranuclear palsy Richardson's syndrome
研究团队构建了针对进行性核上性麻痹Richardson综合征(PSP-RS)的皮层下神经影像图谱,并在33名PSP-RS受试者的定量磁敏感成像(QSM)上手工分割7个皮层下区域,再用ANTs Joint Label Fusion自动分割10名验证受试者。
依据摘要,该图谱在33例PSP-RS受试者QSM图像上手工分割并做留一交叉验证,报告优于现有图谱的分割精度,可供关注PSP影像分割的研究者参考。
OBJECTIVES: The severe cerebral atrophy patterns of progressive supranuclear palsy (PSP) create challenges in clinical neuroradiology practice and neuroimaging research as often, subcortical regions are not accurately segmented with existing atlases or require labour intense manual segmentation. We aimed to create a PSP specific neuroimaging atlas. METHODS: Seven subcortical regions were manually segmented on Quantitative Susceptibility Mapping (QSM) images of 33 PSP Richardson's Syndrome (PSP-RS) subjects and used to automatically segment 10 validation subjects using the ANTs Joint Label Fusion module. Accuracy was confirmed by determining the Dice coefficient (DC) and 95% Hausdorff Distance (HD95) using manual segmentation of QSM images of as the gold standard in a leave-one-out cross validation (LOOCV). RESULTS: The PSP atlas outperformed existing atlases with mean DC and HD95 of 0.90 ± 0.20 and 0.86 mm ± 0.17 compared to 0.73 ± 0.04 and 2.69 mm ± 0.75 for Talaraich and Harvard-Oxford atlases. CONCLUSIONS: Our new PSP subcortical atlas outperforms currently available atlases and can be applied to multimodal datasets and T1-weighted images alone.
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来源:NeuroImage: Clinical · sciencedirect.com