Effective Dysphonia Detection Using Feature Dimension Reduction and Kernel Density Estimation for Patients with Parkinson’s Disease

Detection of dysphonia is useful for monitoring the progression of phonatory impairment for patients with Parkinson’s disease (PD), and also helps assess the disease severity. This paper describes the statistical pattern analysis methods to study different vocal measurements of sustained phonations....

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Detalles Bibliográficos
Autores principales: Yang, Shanshan, Zheng, Fang, Luo, Xin, Cai, Suxian, Wu, Yunfeng, Liu, Kaizhi, Wu, Meihong, Chen, Jian, Krishnan, Sridhar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3930574/
https://www.ncbi.nlm.nih.gov/pubmed/24586406
http://dx.doi.org/10.1371/journal.pone.0088825

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3930574/
https://www.ncbi.nlm.nih.gov/pubmed/24586406
http://dx.doi.org/10.1371/journal.pone.0088825

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