Envelope multi-type transformation ensemble algorithm of Parkinson speech samples

Parkinson’s disease diagnosis using neural networks: Survey and comprehensive evaluation

(2022) M. Tanveer et al.   INFORMATION PROCESSING & MANAGEMENT

Enhanced decision tree induction using evolutionary techniques for Parkinson's disease classification

(2022) Mostafa Ghane et al.   Biocybernetics and Biomedical Engineering

Classification of Dysphonic Voices in Parkinson’s Disease with Semi-Supervised Competitive Learning Algorithm

(2022) Guidong Bao et al.   Biosensors-Basel

Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines

(2021) Renato W.R. de Souza et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep dual-side learning ensemble model for Parkinson speech recognition

(2021) Jie Ma et al.   Biomedical Signal Processing and Control

Vocal Feature Extraction-Based Artificial Intelligent Model for Parkinson’s Disease Detection

(2021) Muntasir Hoq et al.   Diagnostics

MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection

(2021) Liaqat Ali et al.   Frontiers in Neuroscience

Hierarchical Boosting Dual-Stage Feature Reduction Ensemble Model for Parkinson’s Disease Speech Data

(2021) Mingyao Yang et al.   Diagnostics

Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification

(2021) Yuhong Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Speech Based Estimation of Parkinson’s Disease Using Gaussian Processes and Automatic Relevance Determination

(2020) Vladimir Despotovic et al.   NEUROCOMPUTING

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

(2020) Yuchuan Liu et al.   Biomedical Signal Processing and Control

Improved adaptive neuro-fuzzy inference system based on modified glowworm swarm and differential evolution optimization algorithm for medical diagnosis

(2020) Kishore Balasubramanian et al.   NEURAL COMPUTING & APPLICATIONS

A Deep Graph Neural Network-Based Mechanism for Social Recommendations

(2020) Zhiwei Guo et al.   IEEE Transactions on Industrial Informatics

Early diagnosis of Parkinson’s disease from multiple voice recordings by simultaneous sample and feature selection

(2019) Liaqat Ali et al.   EXPERT SYSTEMS WITH APPLICATIONS

Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation

(2019) Lei Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Optimized cuttlefish algorithm for diagnosis of Parkinson’s disease

(2018) Deepak Gupta et al.   Cognitive Systems Research

A hybrid evolutionary preprocessing method for imbalanced datasets

(2018) Ginny Y. Wong et al.   INFORMATION SCIENCES

Evolutionary Wavelet Neural Network ensembles for breast cancer and Parkinson’s disease prediction

(2018) Maryam Mahsal Khan et al.   PLoS One

Classifying Parkinson’s Disease Based on Acoustic Measures Using Artificial Neural Networks

(2018) Lucijano Berus et al.   SENSORS

Using Human Factor Cepstral Coefficient on Multiple Types of Voice Recordings for Detecting Patients with Parkinson's Disease

(2017) A. Benba et al.   IRBM

A New Hybrid Intelligent Framework for Predicting Parkinson’s Disease

(2017) Zhennao Cai et al.   IEEE Access

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

(2017) Sabri Boughorbel et al.   PLoS One

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 novel diagnosis system for Parkinson’s disease using complex-valued artificial neural network with k-means clustering feature weighting method

(2016) Hüseyin Gürüler   NEURAL COMPUTING & APPLICATIONS

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

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

Chi-square distance kernel of the gaits for the diagnosis of Parkinson's disease

(2012) Mohammad Reza Daliri   Biomedical Signal Processing and Control

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

Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms

(2011) Akin Ozcift et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A parallel neural network approach to prediction of Parkinson’s Disease

(2011) Freddie Åström et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering

(2011) Kemal Polat   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Feature selection using fuzzy entropy measures with similarity classifier

(2010) Pasi Luukka   EXPERT SYSTEMS WITH APPLICATIONS

Multiclass Relevance Vector Machines: Sparsity and Accuracy

(2010) Ioannis Psorakis et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS