Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach.

Adolfo M GarciaTomás Arias-VergaraJuan C Vasquez-CorreaElmar NöthMaria SchusterAriane E WelchYamile BocanegraAna BaenaJuan R Orozco-Arroyave

Published in: Movement disorders : official journal of the Movement Disorder Society (2021)

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.

Keyphrases

cognitive impairment
machine learning
working memory
cognitive decline
mild cognitive impairment
drug delivery
artificial intelligence
cancer therapy
sleep quality
wound healing
deep learning
physical activity