Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach
Movement Disorders2021Vol. 36(12), pp. 2862–2873
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Adolfo M. García, Tomás Arias‐Vergara, Juan Camilo Vásquez-Correa, Elmar Nöth, Maria Schuster, Ariane E. Welch, Yamile Bocanegra, Ana Baena, Juan Rafael Orozco‐Arroyave
Abstract
Predominant dysarthric symptoms appear to be best captured through undemanding tasks in cognitively heterogeneous and preserved cohorts and through cognitively loaded tasks in patients with cognitive impairment. Further applications of this framework could enhance dysarthria assessments in PD. © 2021 International Parkinson and Movement Disorder Society.