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An integrated biometric voice and facial features for early detection of Parkinson’s disease
Medicine and Healthnpj Parkinson’s Disease

An integrated biometric voice and facial features for early detection of Parkinson’s disease

W. S. Lim, S. Chiu, et al.

This study by Wee Shin Lim, Shu-I Chiu, and others explores an innovative smartphone-based approach that combines voice and facial expression analysis to detect early signs of Parkinson's disease. With impressive outcomes showing an AUROC of 0.90 in validation, this research could revolutionize early diagnosis methods.... show more
Citation Metrics
Citations
60
Influential Citations
10
Reference Count
50
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

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