Cargando…

A particle swarm optimization improved BP neural network intelligent model for electrocardiogram classification

BACKGROUND: As proven to reflect the work state of heart and physiological situation objectively, electrocardiogram (ECG) is widely used in the assessment of human health, especially the diagnosis of heart disease. The accuracy and reliability of abnormal ECG (AECG) decision depend to a large extent...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Guixiang, Tan, Zhongwei, Xu, Weikang, Xu, Fei, Wang, Lei, Chen, Jun, Wu, Kai
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322832/ https://www.ncbi.nlm.nih.gov/pubmed/34330266 http://dx.doi.org/10.1186/s12911-021-01453-6

Ejemplares similares

A parallel integrated learning technique of improved particle swarm optimization and BP neural network and its application
por: Li, Jingming, et al.
Publicado: (2022)

Crop Classification by Forward Neural Network with Adaptive Chaotic Particle Swarm Optimization
por: Zhang, Yudong, et al.
Publicado: (2011)

Chaotic Particle Swarm Optimization with Mutation for Classification
por: Assarzadeh, Zahra, et al.
Publicado: (2015)

Binary Particle Swarm Optimization Intelligent Feature Optimization Algorithm-Based Magnetic Resonance Image in the Diagnosis of Adrenal Tumor
por: Xu, Jian, et al.
Publicado: (2022)

Convolutional neural network optimized by differential evolution for electrocardiogram classification
por: Chen, Shan Wei, et al.
Publicado: (2023)

Displacement Back Analysis for a High Slope of the Dagangshan Hydroelectric Power Station Based on BP Neural Network and Particle Swarm Optimization
por: Liang, Zhengzhao, et al.
Publicado: (2014)

Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification
por: Fki, Zeineb, et al.
Publicado: (2023)

MRI Brain Images Healthy and Pathological Tissues Classification with the Aid of Improved Particle Swarm Optimization and Neural Network
por: Sheejakumari, V., et al.
Publicado: (2015)

Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms
por: Garro, Beatriz A., et al.
Publicado: (2015)

Study of PLSR-BP model for stability assessment of loess slope based on particle swarm optimization
por: Gong, Bin
Publicado: (2021)

A Swarm Optimization Genetic Algorithm Based on Quantum-Behaved Particle Swarm Optimization
por: Sun, Tao, et al.
Publicado: (2017)

Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training
por: Meissner, Michael, et al.
Publicado: (2006)

Classification and Optimization of Basketball Players' Training Effect Based on Particle Swarm Optimization
por: Zhu, Quanfei
Publicado: (2022)

BP–ANN Model Coupled with Particle Swarm Optimization for the Efficient Prediction of 2-Chlorophenol Removal in an Electro-Oxidation System
por: Mei, Yu, et al.
Publicado: (2019)

An Intelligent Optimization for Building Design Based on BP Neural Network and SPEA-II Multiobjective Algorithm
por: Xu, Haiman
Publicado: (2022)

Classification and discrimination of real and fake blood based on photoacoustic spectroscopy combined with particle swarm optimized wavelet neural networks
por: Ren, Zhong, et al.
Publicado: (2021)

Particle swarm optimization (PSO)
por: Walker, Brian
Publicado: (2017)

Particle Swarm Optimization with Scale-Free Interactions
por: Liu, Chen, et al.
Publicado: (2014)

Authorship attribution of source code by using back propagation neural network based on particle swarm optimization
por: Yang, Xinyu, et al.
Publicado: (2017)

Improved Colony Predation Algorithm Optimized Convolutional Neural Networks for Electrocardiogram Signal Classification
por: He, Xinxin, et al.
Publicado: (2023)

Training of feedforward neural networks for data classification using hybrid particle swarm optimization, Mantegna Lévy flight and neighborhood search
por: Tarkhaneh, Omid, et al.
Publicado: (2019)

Human Behavior-Based Particle Swarm Optimization
por: Liu, Hao, et al.
Publicado: (2014)

Fractional-order quantum particle swarm optimization
por: Xu, Lai, et al.
Publicado: (2019)

Lagrange Interpolation Learning Particle Swarm Optimization
por: Kai, Zhang, et al.
Publicado: (2016)

Bearing fault diagnosis based on particle swarm optimization fusion convolutional neural network
por: Liu, Xian, et al.
Publicado: (2022)

Application of back propagation neural network model optimized by particle swarm algorithm in predicting the risk of hypertension
por: Yan, Yan, et al.
Publicado: (2022)

Optimizing hyper-parameters of neural networks with swarm intelligence: A novel framework for credit scoring
por: Zhang, Runchi, et al.
Publicado: (2020)

An improved particle swarm optimization method for locating time-varying indoor particle sources
por: Feng, Qilin, et al.
Publicado: (2019)

A novel approach for optimization of convolution neural network with hybrid particle swarm and grey wolf algorithm for classification of Indian classical dances
por: Challapalli, Jhansi Rani, et al.
Publicado: (2022)

Selectively-informed particle swarm optimization
por: Gao, Yang, et al.
Publicado: (2015)

Particle Swarm Optimization and Salp Swarm Algorithm for the Segmentation of Diabetic Retinal Blood Vessel Images
por: Deng, Liwei, et al.
Publicado: (2022)

Particle swarm optimization artificial intelligence technique for gene signature discovery in transcriptomic cohorts
por: Murphy, Ross G., et al.
Publicado: (2022)

The Prediction of the Gas Utilization Ratio Based on TS Fuzzy Neural Network and Particle Swarm Optimization
por: Zhang, Sen, et al.
Publicado: (2018)

Design of Drug Sales Forecasting Model Using Particle Swarm Optimization Neural Networks Model
por: Yu, Chenggong
Publicado: (2022)

Fast Image Super-Resolution Using Particle Swarm Optimization-Based Convolutional Neural Networks
por: Zhou, Chaowei, et al.
Publicado: (2023)

Electrocardiogram Classification Based on Faster Regions with Convolutional Neural Network
por: Ji, Yinsheng, et al.
Publicado: (2019)

An Improved Deep Neural Network Model of Intelligent Vehicle Dynamics via Linear Decreasing Weight Particle Swarm and Invasive Weed Optimization Algorithms
por: Nie, Xiaobo, et al.
Publicado: (2022)

Optimization of Optical Machine Structure by Backpropagation Neural Network Based on Particle Swarm Optimization and Bayesian Regularization Algorithms
por: Zhang, Xinyong, et al.
Publicado: (2021)

Cutting Pattern Identification for Coal Mining Shearer through a Swarm Intelligence–Based Variable Translation Wavelet Neural Network
por: Xu, Jing, et al.
Publicado: (2018)

Classification of Motor Imagery EEG Signals with Support Vector Machines and Particle Swarm Optimization
por: Ma, Yuliang, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_fvrdohh3jc0roo4okf2h1kn2f8