Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease
出版年份 2017 全文链接
标题
Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease
作者
关键词
Parkinson disease, Speech, Principal component analysis, Jitter, Voice disorders, Entropy, Support vector machines, Polynomials
出版物
PLoS One
Volume 12, Issue 8, Pages e0182428
出版商
Public Library of Science (PLoS)
发表日期
2017-08-10
DOI
10.1371/journal.pone.0182428
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- A decision support system to improve medical diagnosis using a combination of k-medoids clustering based attribute weighting and SVM
- (2016) Musa Peker JOURNAL OF MEDICAL SYSTEMS
- Fully automated assessment of the severity of Parkinson's disease from speech
- (2015) Alireza Bayestehtashk et al. COMPUTER SPEECH AND LANGUAGE
- Computer-Aided Diagnosis of Parkinson’s Disease Using Complex-Valued Neural Networks and mRMR Feature Selection Algorithm
- (2015) Musa Peker et al. Journal of Healthcare Engineering
- The prevalence of Parkinson's disease: A systematic review and meta-analysis
- (2014) Tamara Pringsheim et al. MOVEMENT DISORDERS
- Classification of speech intelligibility in Parkinson's disease
- (2013) Taha Khan et al. Biocybernetics and Biomedical Engineering
- Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings
- (2013) B. E. Sakar et al. IEEE Journal of Biomedical and Health Informatics
- Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease
- (2012) A. Tsanas et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection
- (2011) C. Okan Sakar et al. EXPERT SYSTEMS WITH APPLICATIONS
- Quantitative acoustic measurements for characterization of speech and voice disorders in early untreated Parkinson’s disease
- (2011) J. Rusz et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity
- (2010) A. Tsanas et al. Journal of the Royal Society Interface
- Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests
- (2009) A. Tsanas et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia
- (2009) C. Okan Sakar et al. JOURNAL OF MEDICAL SYSTEMS
- Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease
- (2008) M.A. Little et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Testing objective measures of motor impairment in early Parkinson's disease: Feasibility study of an at-home testing device
- (2008) Christopher G. Goetz et al. MOVEMENT DISORDERS
- UPDRS activity of daily living score as a marker of Parkinson's disease progression
- (2008) Madaline B. Harrison et al. MOVEMENT DISORDERS
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