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

Prosodic analysis of neutral, stress-modified and rhymed speech in patients with Parkinson's disease

(2016) Zoltan Galaz et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Comparison of Classification Methods for Telediagnosis of Parkinson’s Disease

(2016) Haydar Ozkan   Entropy

Addressing voice recording replications for Parkinson’s disease detection

(2016) Lizbeth Naranjo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic detection of Parkinson's disease in running speech spoken in three different languages

(2016) J. R. Orozco-Arroyave et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Processing and Analysis of Human Voice for Assessment of Parkinson Disease

(2016) . Saloni et al.   Journal of Medical Imaging and Health Informatics

Computer-Aided Diagnosis of Parkinson’s Disease Using Enhanced Probabilistic Neural Network

(2015) Thomas J. Hirschauer et al.   JOURNAL OF MEDICAL SYSTEMS

Diagnosis of Parkinson's Disease Using Speech Samples and Threshold-Based Classification

(2015) Wojciech Froelich et al.   Journal of Medical Imaging and Health Informatics

A new hybrid intelligent system for accurate detection of Parkinson's disease

(2014) M. Hariharan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Fast decorrelated neural network ensembles with random weights

(2014) Monther Alhamdoosh et al.   INFORMATION SCIENCES

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

An efficient diagnosis system for detection of Parkinson’s disease using fuzzy k-nearest neighbor approach

(2012) Hui-Ling Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease

(2012) A. Tsanas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

New machine-learning algorithms for prediction of Parkinson's disease

(2012) Indrajit Mandal et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

SVM Feature Selection Based Rotation Forest Ensemble Classifiers to Improve Computer-Aided Diagnosis of Parkinson Disease

(2011) Akin Ozcift   JOURNAL OF MEDICAL SYSTEMS

New rank methods for reducing the size of the training set using the nearest neighbor rule

(2011) Juan Ramón Rico-Juan et al.   PATTERN RECOGNITION LETTERS

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

A comparison of multiple classification methods for diagnosis of Parkinson disease

(2009) Resul Das   EXPERT SYSTEMS WITH APPLICATIONS

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

Formant Centralization Ratio: A Proposal for a New Acoustic Measure of Dysarthric Speech

(2009) Shimon Sapir et al.   JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH

Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease

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