Cargando…

A novel 1-D densely connected feature selection convolutional neural network for heart sounds classification

BACKGROUND: Heart sound auscultation, due to it being a non-invasive, convenient, and relatively low-cost technique, remains the dominant method for detection of cardiovascular disease. METHODS: In this paper, we present a method for identifying abnormal heart sounds based on a novel Dense Feature S...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhou, Xin, Wang, Xuying, Li, Xianhong, Zhang, Yao, Liu, Ying, Wang, Jingtao, Chen, Sun, Wu, Yurong, Du, Bowen, Wang, Xiaowen, Sun, Xin, Sun, Kun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2021
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756246/ https://www.ncbi.nlm.nih.gov/pubmed/35071446 http://dx.doi.org/10.21037/atm-21-4962

Ejemplares similares

Densely Connected Networks with Multiple Features for Classifying Sound Signals with Reverberation
por: Chen, Zhuo, et al.
Publicado: (2023)

A Multi-Scale Densely Connected Convolutional Neural Network for Automated Thyroid Nodule Classification
por: Wang, Luoyan, et al.
Publicado: (2022)

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

Attention Based Convolutional Neural Network with Multi-frequency Resolution Feature for Environment Sound Classification
por: Li, Minze, et al.
Publicado: (2022)

Classification of asymmetry in mammography via the DenseNet convolutional neural network
por: Liao, Tingting, et al.
Publicado: (2023)

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

Crop pest image classification based on improved densely connected convolutional network
por: Peng, Hongxing, et al.
Publicado: (2023)

Environmental sound classification using temporal-frequency attention based convolutional neural network
por: Mu, Wenjie, et al.
Publicado: (2021)

Skin Lesion Classification Using Densely Connected Convolutional Networks with Attention Residual Learning
por: Wu, Jing, et al.
Publicado: (2020)

Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network
por: Wang, Shui-Hua, et al.
Publicado: (2021)

Adversarial dense graph convolutional networks for single-cell classification
por: Wang, Kangwei, et al.
Publicado: (2023)

Cerebral Micro-Bleeding Detection Based on Densely Connected Neural Network
por: Wang, Shuihua, et al.
Publicado: (2019)

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

Dense Convolutional Neural Network for Identification of Raman Spectra
por: Zhou, Wei, et al.
Publicado: (2023)

SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification
por: Tsourounis, Dimitrios, et al.
Publicado: (2022)

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning
por: Harimi, Ali, et al.
Publicado: (2022)

EEG-Based Emotion Classification Using Improved Cross-Connected Convolutional Neural Network
por: Dai, Jinxiao, et al.
Publicado: (2022)

Classification of Sputum Sounds Using Artificial Neural Network and Wavelet Transform
por: Shi, Yan, et al.
Publicado: (2018)

A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution
por: Safarov, Sirojbek, et al.
Publicado: (2021)

An application of convolutional neural networks with salient features for relation classification
por: Dashdorj, Zolzaya, et al.
Publicado: (2019)

A Densely Connected Multi-Branch 3D Convolutional Neural Network for Motor Imagery EEG Decoding
por: Liu, Tianjun, et al.
Publicado: (2021)

Densely connected convolutional networks-based COVID-19 screening model
por: Singh, Dilbag, et al.
Publicado: (2021)

Attention-Guided Network with Densely Connected Convolution for Skin Lesion Segmentation
por: Tao, Shengxin, et al.
Publicado: (2021)

Truncating a densely connected convolutional neural network with partial layer freezing and feature fusion for diagnosing COVID-19 from chest X-rays
por: Montalbo, Francis Jesmar P.
Publicado: (2021)

Mine MIMO Depth Receiver: An Intelligent Receiving Model Based on Densely Connected Convolutional Networks
por: Wang, Mingbo, et al.
Publicado: (2021)

Segmentation Algorithm of Magnetic Resonance Imaging Glioma under Fully Convolutional Densely Connected Convolutional Networks
por: Dong, Jie, et al.
Publicado: (2022)

A Convolutional Neural Network and Graph Convolutional Network Based Framework for AD Classification
por: Lin, Lan, et al.
Publicado: (2023)

N-Net: A novel dense fully convolutional neural network for thyroid nodule segmentation
por: Nie, Xingqing, et al.
Publicado: (2022)

Densely Connected Neural Networks for Nonlinear Regression
por: Jiang, Chao, et al.
Publicado: (2022)

Classification of mitotic figures with convolutional neural networks and seeded blob features
por: Malon, Christopher D., et al.
Publicado: (2013)

Fisher encoding of convolutional neural network features for endoscopic image classification
por: Wimmer, Georg, et al.
Publicado: (2018)

Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
por: Li, Jiawei, et al.
Publicado: (2022)

Deep and Densely Connected Networks for Classification of Diabetic Retinopathy
por: Riaz, Hamza, et al.
Publicado: (2020)

Single Image Super-Resolution Based on Global Dense Feature Fusion Convolutional Network
por: Xu, Wang, et al.
Publicado: (2019)

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

Dense Convolutional Neural Network for Detection of Cancer from CT Images
por: Sreenivasu, S. V. N., 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)

On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks
por: Zhou, George, et al.
Publicado: (2022)

Convolutional Neural Network for Breathing Phase Detection in Lung Sounds
por: Jácome, Cristina, et al.
Publicado: (2019)

Retracted: Segmentation Algorithm of Magnetic Resonance Imaging Glioma under Fully Convolutional Densely Connected Convolutional Networks
por: International, Stem Cells
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_gtoui69gtcmlms8i07ccc6qo2r