Cargando…

An ECG Heartbeat Classification Method Based on Deep Convolutional Neural Network

The electrocardiogram (ECG) is one of the most powerful tools used in hospitals to analyze the cardiovascular status and check health, a standard for detecting and diagnosing abnormal heart rhythms. In recent years, cardiovascular health has attracted much attention. However, traditional doctors...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Dengqing, Chen, Yuxuan, Chen, Yunyi, Ye, Shengyi, Cai, Wenyu, Chen, Ming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490020/ https://www.ncbi.nlm.nih.gov/pubmed/34616536 http://dx.doi.org/10.1155/2021/7167891

Ejemplares similares

Interpatient ECG Heartbeat Classification with an Adversarial Convolutional Neural Network
por: Zhang, Jing, et al.
Publicado: (2021)

Heart Disease Prediction Based on the Embedded Feature Selection Method and Deep Neural Network
por: Zhang, Dengqing, et al.
Publicado: (2021)

Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition
por: AlDuwaile, Dalal A., et al.
Publicado: (2021)

ECG classification using 1-D convolutional deep residual neural network
por: Khan, Fahad, et al.
Publicado: (2023)

A hybrid method for heartbeat classification via convolutional neural networks, multilayer perceptrons and focal loss
por: Wang, Tao, et al.
Publicado: (2020)

Heartbeat classification based on single lead-II ECG using deep learning
por: Issa, Mohamed F., et al.
Publicado: (2023)

ECG-based machine-learning algorithms for heartbeat classification
por: Aziz, Saira, et al.
Publicado: (2021)

Impact of Data Transformation: An ECG Heartbeat Classification Approach
por: Liang, Yongbo, et al.
Publicado: (2020)

Novel DERMA Fusion Technique for ECG Heartbeat Classification
por: Mastoi, Qurat-ul-ain, et al.
Publicado: (2022)

A pyramid-like model for heartbeat classification from ECG recordings
por: He, Jinyuan, et al.
Publicado: (2018)

Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO
por: Garcia, Gabriel, et al.
Publicado: (2017)

ECG Heartbeat Classification Based on an Improved ResNet-18 Model
por: Jing, Enbiao, et al.
Publicado: (2021)

Multi-Channel Fetal ECG Denoising With Deep Convolutional Neural Networks
por: Fotiadou, Eleni, et al.
Publicado: (2020)

An ECG Signal Classification Method Based on Dilated Causal Convolution
por: Ma, Hao, et al.
Publicado: (2021)

Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network
por: Wang, Tao, et al.
Publicado: (2021)

Integrating ECG Monitoring and Classification via IoT and Deep Neural Networks
por: Yeh, Li-Ren, et al.
Publicado: (2021)

Gas Classification Using Deep Convolutional Neural Networks
por: Peng, Pai, et al.
Publicado: (2018)

ECG features and methods for automatic classification of ventricular premature and ischemic heartbeats: A comprehensive experimental study
por: Maršánová, Lucie, et al.
Publicado: (2017)

Automatic Triage of 12‐Lead ECGs Using Deep Convolutional Neural Networks
por: van de Leur, Rutger R., et al.
Publicado: (2020)

A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network
por: Wu, Mengze, et al.
Publicado: (2021)

Simultaneous ECG Heartbeat Segmentation and Classification with Feature Fusion and Long Term Context Dependencies
por: Qiu, Xi, et al.
Publicado: (2020)

Robust Heartbeat Classification for Wearable Single-Lead ECG via Extreme Gradient Boosting
por: Zhu, Huaiyu, et al.
Publicado: (2021)

ECG Heartbeat Classification Using Machine Learning and Metaheuristic Optimization for Smart Healthcare Systems
por: Hassaballah, Mahmoud, et al.
Publicado: (2023)

A Denoising and Fourier Transformation-Based Spectrograms in ECG Classification Using Convolutional Neural Network
por: Safdar, Muhammad Farhan, et al.
Publicado: (2022)

Convolutional Neural Network-Based ECG-Assisted Diagnosis for Coal Workers
por: Wang, Yujia, et al.
Publicado: (2022)

A robust multiple heartbeats classification with weight-based loss based on convolutional neural network and bidirectional long short-term memory
por: Yang, Mengting, et al.
Publicado: (2022)

Towards better heartbeat segmentation with deep learning classification
por: Silva, Pedro, et al.
Publicado: (2020)

Heartbeat Sound Signal Classification Using Deep Learning
por: Raza, Ali, et al.
Publicado: (2019)

Classification of Arrhythmia in Heartbeat Detection Using Deep Learning
por: Ullah, Wusat, et al.
Publicado: (2021)

Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising
por: Wang, Huidong, et al.
Publicado: (2023)

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification
por: Gao, Yunyuan, et al.
Publicado: (2020)

Classification of crystallization outcomes using deep convolutional neural networks
por: Bruno, Andrew E., et al.
Publicado: (2018)

Heartbeat Detection in Gyrocardiography Signals without Concurrent ECG Tracings
por: Parlato, Salvatore, et al.
Publicado: (2023)

COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network
por: Rahman, Tawsifur, et al.
Publicado: (2022)

Predicting enhancers with deep convolutional neural networks
por: Min, Xu, et al.
Publicado: (2017)

An Embedded System Using Convolutional Neural Network Model for Online and Real-Time ECG Signal Classification and Prediction
por: Caesarendra, Wahyu, et al.
Publicado: (2022)

Detection of myocardial ischemia by intracoronary ECG using convolutional neural networks
por: Bigler, Marius Reto, et al.
Publicado: (2021)

Multiclass Arrhythmia Detection and Classification From Photoplethysmography Signals Using a Deep Convolutional Neural Network
por: Liu, Zengding, et al.
Publicado: (2022)

Land Use Classification of the Deep Convolutional Neural Network Method Reducing the Loss of Spatial Features
por: Yao, Xuedong, et al.
Publicado: (2019)

High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks
por: Rajkomar, Alvin, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_7oftlpc8u8o3ikb9nuc6sm4rha