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An integrated biometric voice and facial features for early detection of Parkinson's disease - npj Parkinson's Disease

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An integrated biometric voice and facial features for early detection of Parkinson's disease - npj Parkinson's Disease

Hypomimia and voice changes are soft signs preceding classical motor disability in patients with Parkinson's disease (PD). We aim to investigate whether an analysis of acoustic and facial expressions with machine-learning algorithms assist early identification of patients with PD. We recruited 371 participants, including a training cohort (112 PD patients during “on” phase, 111 controls) and a validation cohort (74 PD patients during “off” phase, 74 controls).

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An integrated biometric voice and facial features for early detection of Parkinson's disease - npj Parkinson's Disease

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An integrated biometric voice and facial features for early detection of Parkinson's disease - npj Parkinson's Disease

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