Automatic Parkinson disease detection at early stages as a pre-diagnosis tool by using classifiers and a small set of vocal features

Author:

Solana-Lavalle GabrielORCID,Galán-Hernández Juan-Carlos,Rosas-Romero RobertoORCID

Publisher

Elsevier BV

Subject

Biomedical Engineering

Reference34 articles.

1. Fox Foundation for Parkinson research, Parkinson's disease causes;Michael,2018

2. Automatic detection of Parkinson's disease based on acoustic analysis of speech;Braga;Eng Appl Artif Intell,2019

3. Collection and analysis of a parkinson speech dataset with multiple types of sound recordings;Sakar;IEEE J. Biomed Health Inform,2013

4. Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease;Sakar;PLOS ONE,2017

5. A decision support system to improve medical diagnosis using a combination of k-medoids clustering based attribute weighting and SVM;Peker;J Med Syst,2016

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