Our proposal for doing regression for the motor and total UPDRS scores from the 16 voice measures: implementation of a multi-layer perceptron and the comparison to two classifiers not based on NNs (Linear Regression and Random Forest).
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Neural networks. NN-based regression for predicting the clinician’s Parkinson’s disease symptom score on the UPDRS scale.
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