Local discriminant preservation projection embedded ensemble learning based dimensionality reduction of speech data of Parkinson’s disease

Data induced masking representation learning for face data analysis

(2019) Tan Guo et al.   KNOWLEDGE-BASED SYSTEMS

Low-rank sparse preserving projections for dimensionality reduction

(2018) Luofeng Xie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Neuroprotective effects of the novel GLP-1 long acting analogue semaglutide in the MPTP Parkinson's disease mouse model

(2018) Liping Zhang et al.   NEUROPEPTIDES

Parkin function in Parkinson's disease

(2018) Connor Arkinson et al.   SCIENCE

Robust DLPP With Nongreedy $\ell _1$ -Norm Minimization and Maximization

(2018) Qianqian Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Sparse feature learning for multi-class Parkinson’s disease classification

(2018) Haijun Lei et al.   TECHNOLOGY AND HEALTH CARE

Performance analysis of different classification algorithms using different feature selection methods on Parkinson's disease detection

(2018) Ozkan Cigdem et al.   JOURNAL OF NEUROSCIENCE METHODS

Multimodal assessment of Parkinson's disease: a deep learning approach

(2018)   IEEE Journal of Biomedical and Health Informatics

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

Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson’s Disease

(2017) Ehsan Adeli et al.   Scientific Reports

Feature selection and extraction for class prediction in dysphonia measures analysis:A case study on Parkinson’s disease speech rehabilitation

(2017) Ismail El Moudden et al.   TECHNOLOGY AND HEALTH CARE

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

An improved method to construct basic probability assignment based on the confusion matrix for classification problem

(2016) Xinyang Deng et al.   INFORMATION SCIENCES

Quality of presence data determines species distribution model performance: a novel index to evaluate data quality

(2015) Songlin Fei et al.   LANDSCAPE ECOLOGY

Facial expression recognition based on improved local binary pattern and class-regularized locality preserving projection

(2015) Wei-Lun Chao et al.   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

Temporal Bayesian Fusion for Affect Sensing: Combining Video, Audio, and Lexical Modalities

(2015) Arman Savran et al.   IEEE Transactions on Cybernetics

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

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

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

(2014) Shanshan Yang et al.   PLoS One

Classification of speech intelligibility in Parkinson's disease

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

Effective detection of Parkinson's disease using an adaptive fuzzy k-nearest neighbor approach

(2013) Wan-Li Zuo et al.   Biomedical Signal Processing and Control

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

Selection of vocal features for Parkinson's Disease diagnosis

(2012) Olcay Kursun et al.   International Journal of Data Mining and Bioinformatics

Optimal locality preserving projection for face recognition

(2011) Yu Chen et al.   NEUROCOMPUTING

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