Cargando…

Robust classification of heart valve sound based on adaptive EMD and feature fusion

Cardiovascular disease (CVD) is considered one of the leading causes of death worldwide. In recent years, this research area has attracted researchers’ attention to investigate heart sounds to diagnose the disease. To effectively distinguish heart valve defects from normal heart sounds, adaptive emp...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Weibo, Yuan, Jin, Wang, Bingrong, Fang, Yu, Zheng, Yongkang, Hu, Xingping
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731417/ https://www.ncbi.nlm.nih.gov/pubmed/36480575 http://dx.doi.org/10.1371/journal.pone.0276264

Ejemplares similares

Feature-Based Fusion Using CNN for Lung and Heart Sound Classification †
por: Tariq, Zeenat, et al.
Publicado: (2022)

Parameter-Adaptive TVF-EMD Feature Extraction Method Based on Improved GOA
por: Zhou, Chengjiang, et al.
Publicado: (2022)

Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD
por: Moctezuma, Luis Alfredo, et al.
Publicado: (2020)

A Hybrid EMD-Wavelet EEG Feature Extraction Method for the Classification of Students' Interest in the Mathematics Classroom
por: Babiker, Areej, et al.
Publicado: (2021)

Continuous robust sound event classification using time-frequency features and deep learning
por: McLoughlin, Ian, et al.
Publicado: (2017)

DWT-EMD Feature Level Fusion Based Approach over Multi and Single Channel EEG Signals for Seizure Detection
por: Jana, Gopal Chandra, et al.
Publicado: (2022)

Local motion adaptation enhances the representation of spatial structure at EMD arrays
por: Li, Jinglin, et al.
Publicado: (2017)

An integrated EMD adaptive threshold denoising method for reduction of noise in ECG
por: Zhang, Miao, et al.
Publicado: (2020)

An Adaptive ECG Noise Removal Process Based on Empirical Mode Decomposition (EMD)
por: Hussein, Ahmed. F., et al.
Publicado: (2022)

EEG Signals Feature Extraction Based on DWT and EMD Combined with Approximate Entropy
por: Ji, Na, et al.
Publicado: (2019)

Classification of Task-State fMRI Data Based on Circle-EMD and Machine Learning
por: Gui, Renzhou, et al.
Publicado: (2020)

A Spiking Neural Network Framework for Robust Sound Classification
por: Wu, Jibin, et al.
Publicado: (2018)

A System for Heart Sounds Classification
por: Redlarski, Grzegorz, et al.
Publicado: (2014)

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification, and Detection Method Evaluation
por: Zhao, Peng, et al.
Publicado: (2022)

Fast environmental sound classification based on resource adaptive convolutional neural network
por: Fang, Zheng, et al.
Publicado: (2022)

An EMD-Based Adaptive Client Selection Algorithm for Federated Learning in Heterogeneous Data Scenarios
por: Chen, Aiguo, et al.
Publicado: (2022)

EMD-Based Method for Supervised Classification of Parkinson’s Disease Patients Using Balance Control Data
por: Safi, Khaled, et al.
Publicado: (2022)

Temperature Drift Compensation for Four-Mass Vibration MEMS Gyroscope Based on EMD and Hybrid Filtering Fusion Method
por: Li, Zhong, et al.
Publicado: (2023)

Robust thermal infrared tracking via an adaptively multi-feature fusion model
por: Yuan, Di, et al.
Publicado: (2022)

Recognition Method for Broiler Sound Signals Based on Multi-Domain Sound Features and Classification Model
por: Tao, Weige, et al.
Publicado: (2022)

The Influence of Arginine on the Response of Enamel Matrix Derivative (EMD) Proteins to Thermal Stress: Towards Improving the Stability of EMD-Based Products
por: Apicella, Alessandra, et al.
Publicado: (2015)

Robust Visual Tracking Based on Adaptive Multi-Feature Fusion Using the Tracking Reliability Criterion
por: Zhou, Lin, et al.
Publicado: (2020)

A novel 1-D densely connected feature selection convolutional neural network for heart sounds classification
por: Zhou, Xin, et al.
Publicado: (2021)

Evaluation of features for classification of wheezes and normal respiratory sounds
por: Pramono, Renard Xaviero Adhi, et al.
Publicado: (2019)

Detection of Coronary Artery Disease Using Multi-Domain Feature Fusion of Multi-Channel Heart Sound Signals
por: Liu, Tongtong, et al.
Publicado: (2021)

T-cell activation by treatment of cancer patients with EMD 521873 (Selectikine), an IL-2/anti-DNA fusion protein
por: Laurent, Julien, et al.
Publicado: (2013)

The energy consumption structure and African EMDEs' sustainable development
por: Le, Hoang Phong, et al.
Publicado: (2020)

Portfolio Selection Based on EMD Denoising with Correlation Coefficient Test Criterion
por: Su, Kuangxi, et al.
Publicado: (2022)

Heart sound classification using Gaussian mixture model
por: Shervegar, Madhava Vishwanath, et al.
Publicado: (2018)

Heart Sound Classification Network Based on Convolution and Transformer
por: Cheng, Jiawen, et al.
Publicado: (2023)

Personality Classification of Social Users Based on Feature Fusion
por: Wang, Xiujuan, et al.
Publicado: (2021)

A Robust and Real-Time Capable Envelope-Based Algorithm for Heart Sound Classification: Validation under Different Physiological Conditions
por: Thalmayer, Angelika, et al.
Publicado: (2020)

Non-contact heart rate estimation based on singular spectrum component reconstruction using low-rank matrix and autocorrelation
por: Wang, Weibo, et al.
Publicado: (2022)

A Hybrid EMD-Kurtosis Method for Estimating Fetal Heart Rate from Continuous Doppler Signals
por: Al-Angari, Haitham M., et al.
Publicado: (2017)

Robust Sounds of Activities of Daily Living Classification in Two-Channel Audio-Based Telemonitoring
por: Maunder, David, et al.
Publicado: (2013)

EMD: an ensemble algorithm for discovering regulatory motifs in DNA sequences
por: Hu, Jianjun, et al.
Publicado: (2006)

Training-induced Changes in Development and Relaxation Electromechanical Delay (EMD)
por: SONG, Min-Ho, et al.
Publicado: (2018)

New Marginal Spectrum Feature Information Views of Humpback Whale Vocalization Signals Using the EMD Analysis Methods
por: Lin, Chin-Feng, et al.
Publicado: (2023)

Heart sound classification based on improved mel-frequency spectral coefficients and deep residual learning
por: Li, Feng, et al.
Publicado: (2022)

Environment Sound Classification Using a Two-Stream CNN Based on Decision-Level Fusion
por: Su, Yu, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_eb4g7n4tnr0247sti2f3c508gt