Cargando…

Dysphonic Voice Pattern Analysis of Patients in Parkinson's Disease Using Minimum Interclass Probability Risk Feature Selection and Bagging Ensemble Learning Methods

Analysis of quantified voice patterns is useful in the detection and assessment of dysphonia and related phonation disorders. In this paper, we first study the linear correlations between 22 voice parameters of fundamental frequency variability, amplitude variations, and nonlinear measures. The high...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Yunfeng, Chen, Pinnan, Yao, Yuchen, Ye, Xiaoquan, Xiao, Yugui, Liao, Lifang, Wu, Meihong, Chen, Jian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2017
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5434464/ https://www.ncbi.nlm.nih.gov/pubmed/28553366 http://dx.doi.org/10.1155/2017/4201984

Ejemplares similares

Classification of Dysphonic Voices in Parkinson’s Disease with Semi-Supervised Competitive Learning Algorithm
por: Bao, Guidong, et al.
Publicado: (2022)

Analysis and Classification of Stride Patterns Associated with Children Development Using Gait Signal Dynamics Parameters and Ensemble Learning Algorithms
por: Wu, Meihong, et al.
Publicado: (2016)

Detection of extra pulses in synthesized glottal area waveforms of dysphonic voices
por: Aichinger, P., et al.
Publicado: (2019)

Auditory processing in dysphonic children
por: Arnaut, Mirian Aratangy, et al.
Publicado: (2015)

QUALITY OF LIFE IN DYSPHONIC CHILDREN MEASURED ON PEDIATRIC VOICE-RELATED QUALITY OF LIFE (PVRQOL) SCALE IN SERBIA
por: Stojanović, Jasmina, et al.
Publicado: (2021)

Oral and vocal fold diadochokinesis in dysphonic women
por: LOUZADA, Talita, et al.
Publicado: (2011)

Laryngeal electromyography in dysphonic patients with incomplete glottic closure
por: De Biase, Noemi Grigoletto, et al.
Publicado: (2015)

A Feature Selection Approach Based on Interclass and Intraclass Relative Contributions of Terms
por: Zhou, Hongfang, et al.
Publicado: (2016)

Erratum of “Laryngeal electromyography in dysphonic patients with incomplete glottic closure”()
por: Biase, Noemi Grigoletto de, et al.
Publicado: (2018)

Formant analysis in dysphonic patients and automatic Arabic digit speech recognition
por: Muhammad, Ghulam, et al.
Publicado: (2011)

An Ensemble Method for Diagnosis of Parkinson's Disease Based on Voice Measurements
por: Sheibani, Razieh, et al.
Publicado: (2019)

Videolaryngoscopy Findings of the Vocal Health Program in Dysphonic Teachers in the Federal District, Brazil
por: Granjeiro, Ronaldo Campos, et al.
Publicado: (2021)

Improving Recognition of Overlapping Activities with Less Interclass Variations in Smart Homes through Clustering-Based Classification
por: Sarwar, Muhammad Usman, et al.
Publicado: (2022)

Do women with Premenstrual Dysphonic Disorder experience differences in emotion recognition during the menstrual cycle?
por: Vardiampasis, A., et al.
Publicado: (2022)

Effects of Transcutaneous Electrical Nervous Stimulation (TENS) on Dysphonic Patients: A Systematic Review Study
por: Plotas, Panagiotis, et al.
Publicado: (2023)

An Intelligence EEG Signal Recognition Method via Noise Insensitive TSK Fuzzy System Based on Interclass Competitive Learning
por: Ni, Tongguang, et al.
Publicado: (2020)

Reliability of Acoustic Measures in Dysphonic Patients With Glottic Insufficiency and Healthy Population: A COVID-19 Perspective
por: Lee, Seung Jin, et al.
Publicado: (2022)

Application of Bagging, Boosting and Stacking Ensemble and EasyEnsemble Methods for Landslide Susceptibility Mapping in the Three Gorges Reservoir Area of China
por: Wu, Xueling, et al.
Publicado: (2023)

When fur and feather occur together: interclass transmission of avian influenza A virus from mammals to birds through common resources
por: Jeffrey Root, J., et al.
Publicado: (2015)

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation
por: Jung, Seungwon, et al.
Publicado: (2020)

Minimum Dominating Sets in Scale-Free Network Ensembles
por: Molnár, F., et al.
Publicado: (2013)

Interclass Difference in Pneumonia Risk in COPD Patients Initiating Fixed Dose Inhaled Treatment Containing Extrafine Particle Beclometasone versus Fine Particle Fluticasone
por: Price, David B, et al.
Publicado: (2022)

Is Emotion recognition processing across menstrual cycle and a history of Postpartum Depression potential risk factors for Premenstrual Dysphonic Disorder?
por: Vardiampasis, A., et al.
Publicado: (2022)

An ensemble predictive analytics of COVID-19 infodemic tweets using bag of words
por: Olaleye, T.O., et al.
Publicado: (2021)

The Influence Mechanism of Political Skill on Safety Voice Behavior in High-Risk Industries: The Mediating Role of Voice Efficacy
por: Sun, Yunfeng, et al.
Publicado: (2022)

Interclass Difference in Pneumonia Risk in COPD Patients Initiating Fixed Dose Inhaled Treatment Containing Extrafine Particle Beclometasone versus Fine Particle Fluticasone [Corrigendum]
Publicado: (2022)

Ensemble Learning for AI Developers: Learn Bagging, Stacking, and Boosting Methods with Use Cases
por: Kumar, Alok
Publicado: (2020)

A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM
por: Wang, Qi, et al.
Publicado: (2017)

Comparison of Bagging and Boosting Ensemble Machine Learning Methods for Automated EMG Signal Classification
por: Yaman, Emine, et al.
Publicado: (2019)

Ensemble-based bag of features for automated classification of normal and COVID-19 CXR images
por: Ashour, Amira S., et al.
Publicado: (2021)

Gene set bagging for estimating the probability a statistically significant result will replicate
por: Jaffe, Andrew E, et al.
Publicado: (2013)

Recovering ensembles of chromatin conformations from contact probabilities
por: Meluzzi, Dario, et al.
Publicado: (2013)

An adaptive optimal ensemble classifier via bagging and rank aggregation with applications to high dimensional data
por: Datta, Susmita, et al.
Publicado: (2010)

Effective Dysphonia Detection Using Feature Dimension Reduction and Kernel Density Estimation for Patients with Parkinson’s Disease
por: Yang, Shanshan, et al.
Publicado: (2014)

Voice Endorsement and Employee Safety Voice Behavior in Construction Projects: The Mediating Role of Leader-Member Exchange
por: Sun, Yunfeng, et al.
Publicado: (2022)

A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data
por: Collell, Guillem, et al.
Publicado: (2018)

Zero-Day Malware Detection and Effective Malware Analysis Using Shapley Ensemble Boosting and Bagging Approach
por: Kumar, Rajesh, et al.
Publicado: (2022)

An integrated biometric voice and facial features for early detection of Parkinson’s disease
por: Lim, Wee Shin, et al.
Publicado: (2022)

Identification of BAG2 and Cathepsin D as Plasma Biomarkers for Parkinson’s Disease
por: Kang, Juhee, et al.
Publicado: (2020)

Identification of BAG5 as a Potential Biomarker for Parkinson’s Disease Patients With R492X PINK1 Mutation
por: Fu, Yu, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_90p49h22noc6aau5otcv75vjbm