Effective dysphonia detection using feature dimension reduction and kernel density estimation for patients with Parkinson's disease.

Yang, Shanshan

Effective dysphonia detection using feature dimension reduction and kernel density estimation for patients with Parkinson's disease. [electronic resource] - PloS one 2014 - e88825 p. digital

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

1932-6203

10.1371/journal.pone.0088825 doi


Aged
Area Under Curve
Discriminant Analysis
Dysphonia--diagnosis
Female
Humans
Male
Middle Aged
Parkinson Disease--complications
Phonation--physiology
Principal Component Analysis
ROC Curve
Sensitivity and Specificity
Support Vector Machine