Intra-subject enveloped multilayer fuzzy sample compression for speech diagnosis of Parkinson's disease

Deep Network-Based Comprehensive Parotid Gland Tumor Detection

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Emotion detection from ECG signals with different learning algorithms and automated feature engineering

(2023) Faruk Enes Oğuz et al.   Signal Image and Video Processing

Deep instance envelope network-based imbalance learning algorithm with multilayer fuzzy C-means clustering and minimum interlayer discrepancy

(2022) Fan Li et al.   APPLIED SOFT COMPUTING

Progress prediction of Parkinson's disease based on graph wavelet transform and attention weighted random forest

(2022) Zaifa Xue et al.   EXPERT SYSTEMS WITH APPLICATIONS

Envelope multi-type transformation ensemble algorithm of Parkinson speech samples

(2022) Yongming Li et al.   APPLIED INTELLIGENCE

Biphasic majority voting-based comparative COVID-19 diagnosis using chest X-ray images

(2022) Kubilay Muhammed Sunnetci et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2020) Vladimir Despotovic et al.   NEUROCOMPUTING

Multinomial Bayesian Extreme Learning Machine for Sparse and Accurate Classification Model

(2020) Jiahua Luo et al.   NEUROCOMPUTING

The detection of Parkinson disease using the genetic algorithm and SVM classifier

(2020) Zayrit Soumaya et al.   APPLIED ACOUSTICS

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

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

(2018) Maryam Mahsal Khan et al.   PLoS One

Parkin function in Parkinson's disease

(2018) Connor Arkinson et al.   SCIENCE

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

Diagnosis of Parkinson’s disease using modified grey wolf optimization

(2018) Prerna Sharma et al.   Cognitive Systems Research

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

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

(2016) İsmail Cantürk et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

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

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 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

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

(2014) Shanshan Yang et al.   PLoS One

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

Feature selection using fuzzy entropy measures with similarity classifier

(2010) Pasi Luukka   EXPERT SYSTEMS WITH APPLICATIONS

A comparison of multiple classification methods for diagnosis of Parkinson disease

(2009) Resul Das   EXPERT SYSTEMS WITH APPLICATIONS