A Machine Learning System for the Diagnosis of Parkinson’s Disease from Speech Signals and Its Application to Multiple Speech Signal Types

Fully automated assessment of the severity of Parkinson's disease from speech

(2015) Alireza Bayestehtashk et al.   COMPUTER SPEECH AND LANGUAGE

Cepstral separation difference: A novel approach for speech impairment quantification in Parkinson's disease

(2013) Taha Khan et al.   Biocybernetics and Biomedical Engineering

Classification of speech intelligibility in Parkinson's disease

(2013) Taha Khan et al.   Biocybernetics and Biomedical Engineering

An ensemble ofk-nearest neighbours algorithm for detection of Parkinson's disease

(2013) Murat Gök   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

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

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

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

Local-Learning-Based Feature Selection for High-Dimensional Data Analysis

(2009) Yijun Sun et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease

(2008) M.A. Little et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Parkinson's disease: clinical features and diagnosis

(2008) J Jankovic   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY