Parkinson disease detection using energy direction features based on EMD from voice signal

Fundamental heart sounds analysis using improved complete ensemble EMD with adaptive noise

(2020) Miguel Altuve et al.   Biocybernetics and Biomedical Engineering

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

(2020) Gabriel Solana-Lavalle et al.   Biocybernetics and Biomedical Engineering

Voice Pathologies Classification and Detection Using EMD-DWT Analysis Based on Higher Order Statistic Features

(2020) I. Hammami et al.   IRBM

Predicting Intelligibility Deficits in Parkinson's Disease With Perceptual Speech Ratings

(2020) Yi-Fang Chiu et al.   JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH

Parkinson disease prediction using intrinsic mode function based features from speech signal

(2019) Biswajit Karan et al.   Biocybernetics and Biomedical Engineering

Prediction of Freezing of Gait in Parkinson’s Disease Using Statistical Inference and Lower–Limb Acceleration Data

(2019) Nader Naghavi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Objective and Subjective Speech Quality Assessment of Amplification Devices for Patients With Parkinson’s Disease

(2019) Amr Gaballah et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Automatic speech emotion recognition using an optimal combination of features based on EMD-TKEO

(2019) Leila Kerkeni et al.   SPEECH COMMUNICATION

Principal component analysis of the spectrogram of the speech signal: Interpretation and application to dysarthric speech

(2019) Abdellah Kacha et al.   COMPUTER SPEECH AND LANGUAGE

Moving average multi directional local features for speaker recognition

(2018) Awais Mahmood et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

A novel feature extraction technique for pulmonary sound analysis based on EMD

(2018) Ashok Mondal et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Voice Tremor in Parkinson's Disease: An Acoustic Study

(2018) Patricia Gillivan-Murphy et al.   JOURNAL OF VOICE

Detection of Pathological Voice Using Cepstrum Vectors: A Deep Learning Approach

(2018) Shih-Hau Fang et al.   JOURNAL OF VOICE

Thomson Multitaper MFCC and PLP voice features for early detection of Parkinson disease

(2018) Savitha S. Upadhya et al.   Biomedical Signal Processing and Control

Gait Nonlinear Patterns Related to Parkinson's Disease and Age

(2018) Salim Lahmiri   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Information Content and Efficiency in the Spoken Discourse of Individuals With Parkinson's Disease

(2018) Angela Roberts et al.   JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH

A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform

(2018) C. Okan Sakar et al.   APPLIED SOFT COMPUTING

Methodologies of speech analysis for neurodegenerative diseases evaluation

(2018) Patrizia Vizza et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Detecting Parkinson’s disease from sustained phonation and speech signals

(2017) Evaldas Vaiciukynas et al.   PLoS One

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

(2017) Max A Little et al.   GigaScience

Classification of Parkinson’s disease utilizing multi-edit nearest-neighbor and ensemble learning algorithms with speech samples

(2016) He-Hua Zhang et al.   Biomedical Engineering Online

A better decomposition of speech obtained using modified Empirical Mode Decomposition

(2016) Rajib Sharma et al.   DIGITAL SIGNAL PROCESSING

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

Articulatory–acoustic vowel space: Application to clear speech in individuals with Parkinson's disease

(2014) Jason A. Whitfield et al.   JOURNAL OF COMMUNICATION DISORDERS

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

Epidemiology and etiology of Parkinson’s disease: a review of the evidence

(2011) Karin Wirdefeldt et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Characterization of atypical vocal source excitation, temporal dynamics and prosody for objective measurement of dysarthric word intelligibility

(2011) Tiago H. Falk et al.   SPEECH COMMUNICATION

Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests

(2009) A. Tsanas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease

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

Articulatory Movements During Vowels in Speakers With Dysarthria and Healthy Controls

(2008) Yana Yunusova et al.   JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH