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Computational Diagnosis of Parkinson's Disease Directly from Natural Speech Using Machine Learning Techniques
This work shows that early diagnosis of Parkinson's disease is possible solely from the voice signal, and conjecture that such systems can be extended to monitoring and classifying additional neurological diseases and speech pathologies. Expand
Early diagnosis of Parkinson's disease via machine learning on speech data
It is shown that machine learning tools can be used for the early diagnosis of Parkinson's disease from speech data and that while the training phase of machine learning process from one country can be reused in the other; different features dominate in each country; presumably because of languages differences. Expand