Up to 90% of patients with Parkinson's disease (PD) eventually develop the speech and voice disorder referred to as hypokinetic dysarthria (HD). However, the brain morphological changes associated with HD have not been investigated. Moreover, no reliable model for predicting the severity of HD based on neuroimaging has yet been developed.

中文翻译：

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帕金森病运动减退性构音障碍的脑形态变化和使用机器学习预测严重程度。

多达 90% 的帕金森病 (PD) 患者最终会出现言语和声音障碍，称为运动减退性构音障碍 (HD)。然而，尚未研究与 HD 相关的大脑形态变化。此外，尚未开发出基于神经影像学预测 HD 严重程度的可靠模型。