Cargando…

A Cascaded Convolutional Neural Network for Assessing Signal Quality of Dynamic ECG

Motion artifacts and myoelectrical noise are common issues complicating the collection and processing of dynamic electrocardiogram (ECG) signals. Recent signal quality studies have utilized a binary classification metric in which ECG samples are determined to either be clean or noisy. However, the c...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Qifei, Fu, Lingjian, Gu, Linyue
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6855083/ https://www.ncbi.nlm.nih.gov/pubmed/31781289 http://dx.doi.org/10.1155/2019/7095137

Ejemplares similares

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

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

An ECG Heartbeat Classification Method Based on Deep Convolutional Neural Network
por: Zhang, Dengqing, et al.
Publicado: (2021)

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

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

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

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

Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network
por: Wang, Tao, 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)

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)

A Residual-Dense-Based Convolutional Neural Network Architecture for Recognition of Cardiac Health Based on ECG Signals
por: Ahmed, Alaa E. S., et al.
Publicado: (2023)

Convolutional neural network in rice disease recognition: accuracy, speed and lightweight
por: Ning, Hongwei, et al.
Publicado: (2023)

Performance of a convolutional neural network derived from an ECG database in recognizing myocardial infarction
por: Makimoto, Hisaki, et al.
Publicado: (2020)

Cost-Sensitive Learning for Anomaly Detection in Imbalanced ECG Data Using Convolutional Neural Networks
por: Zubair, Muhammad, et al.
Publicado: (2022)

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

Arrhythmia Disease Diagnosis Based on ECG Time–Frequency Domain Fusion and Convolutional Neural Network
Publicado: (2022)

Robust Vehicle Detection in Aerial Images Based on Cascaded Convolutional Neural Networks
por: Zhong, Jiandan, et al.
Publicado: (2017)

Cascaded Convolutional Neural Network Architecture for Speech Emotion Recognition in Noisy Conditions
por: Nam, Youngja, et al.
Publicado: (2021)

Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising
por: Wang, Huidong, 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)

Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks
por: Nguyen, Thao, et al.
Publicado: (2022)

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation
por: Wang, Guotai, et al.
Publicado: (2019)

Convolutional Neural Networks Cascade for Automatic Pupil and Iris Detection in Ocular Proton Therapy †
por: Antonioli, Luca, et al.
Publicado: (2021)

Visual Cascaded-Progressive Convolutional Neural Network (C-PCNN) for Diagnosis of Meniscus Injury
por: Ma, Yingkai, et al.
Publicado: (2023)

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

End-to-End Depression Recognition Based on a One-Dimensional Convolution Neural Network Model Using Two-Lead ECG Signal
por: Zang, Xiaohan, et al.
Publicado: (2022)

Developing Graph Convolutional Networks and Mutual Information for Arrhythmic Diagnosis Based on Multichannel ECG Signals
por: Andayeshgar, Bahare, et al.
Publicado: (2022)

Automatic detection on intracranial aneurysm from digital subtraction angiography with cascade convolutional neural networks
por: Duan, Haihan, et al.
Publicado: (2019)

Cascade and Fusion of Multitask Convolutional Neural Networks for Detection of Thyroid Nodules in Contrast-Enhanced CT
por: Zhao, Zuopeng, et al.
Publicado: (2019)

Artefact detection and quality assessment of ambulatory ECG signals
por: Moeyersons, Jonathan, et al.
Publicado: (2019)

Tongue image quality assessment based on a deep convolutional neural network
por: Jiang, Tao, et al.
Publicado: (2021)

Genetic algorithm for the optimization of features and neural networks in ECG signals classification
por: Li, Hongqiang, et al.
Publicado: (2017)

Using Lempel–Ziv Complexity to Assess ECG Signal Quality
por: Zhang, Yatao, et al.
Publicado: (2016)

A Parallel Cross Convolutional Recurrent Neural Network for Automatic Imbalanced ECG Arrhythmia Detection with Continuous Wavelet Transform
por: Toma, Tabassum Islam, et al.
Publicado: (2022)

Real-Time Stress Level Feedback from Raw Ecg Signals for Personalised, Context-Aware Applications Using Lightweight Convolutional Neural Network Architectures
por: Tzevelekakis, Konstantinos, et al.
Publicado: (2021)

Hierarchical dynamic convolutional neural network for laryngeal disease classification
por: Wang, Shaoli, et al.
Publicado: (2022)

Deeper Profiles and Cascaded Recurrent and Convolutional Neural Networks for state-of-the-art Protein Secondary Structure Prediction
por: Torrisi, Mirko, et al.
Publicado: (2019)

Identification and Localization of Endotracheal Tube on Chest Radiographs Using a Cascaded Convolutional Neural Network Approach
por: Kara, Su, et al.
Publicado: (2021)

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory
por: Zhang, Yupei, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_s4hdppk7me5hbn7qdh1sqdhrrk