Cargando…

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning

Heart sounds convey important information regarding potential heart diseases. Currently, heart sound classification attracts many researchers from the fields of telemedicine, digital signal processing, and machine learning—among others—mainly to identify cardiac pathology as quickly as possible. Thi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Harimi, Ali, Majd, Yahya, Gharahbagh, Abdorreza Alavi, Hajihashemi, Vahid, Esmaileyan, Zeynab, Machado, José J. M., Tavares, João Manuel R. S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782852/ https://www.ncbi.nlm.nih.gov/pubmed/36559937 http://dx.doi.org/10.3390/s22249569

Ejemplares similares

Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion
por: Hajihashemi, Vahid, et al.
Publicado: (2022)

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

Transformers for Urban Sound Classification—A Comprehensive Performance Evaluation
por: Nogueira, Ana Filipa Rodrigues, et al.
Publicado: (2022)

Sound Classification and Processing of Urban Environments: A Systematic Literature Review
por: Nogueira, Ana Filipa Rodrigues, et al.
Publicado: (2022)

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

Convolutional Networks and Transformers for Mammography Classification: An Experimental Study
por: Cantone, Marco, et al.
Publicado: (2023)

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

Segmentation of COVID-19 pneumonia lesions: A deep learning approach
por: Ghomi, Zahra, et al.
Publicado: (2020)

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

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

Local and global convolutional transformer-based motor imagery EEG classification
por: Zhang, Jiayang, et al.
Publicado: (2023)

Convolution transform
por: Widder, David Vernon, et al.
Publicado: (2015)

The convolution transform /
por: Hirschman, I. I. (Isidore Isaac), 1922-
Publicado: (1955)

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

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)

Cardiac Arrhythmia Classification by Multi-Layer Perceptron and Convolution Neural Networks
por: Savalia, Shalin, et al.
Publicado: (2018)

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

CAEVT: Convolutional Autoencoder Meets Lightweight Vision Transformer for Hyperspectral Image Classification
por: Zhang, Zhiwen, et al.
Publicado: (2022)

CCT: Lightweight compact convolutional transformer for lung disease CT image classification
por: Sun, Weiwei, et al.
Publicado: (2022)

Automatic Detection and Classification of Cardiovascular Disorders Using Phonocardiogram and Convolutional Vision Transformers
por: Abbas, Qaisar, et al.
Publicado: (2022)

Vision-Transformer-Based Transfer Learning for Mammogram Classification
por: Ayana, Gelan, et al.
Publicado: (2023)

Environmental Noise Classification Using Convolutional Neural Networks with Input Transform for Hearing Aids
por: Park, Gyuseok, et al.
Publicado: (2020)

Plant-CNN-ViT: Plant Classification with Ensemble of Convolutional Neural Networks and Vision Transformer
por: Lee, Chin Poo, et al.
Publicado: (2023)

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

Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning
por: Oh, Kanghan, et al.
Publicado: (2019)

Bangladeshi Native Vehicle Classification Based on Transfer Learning with Deep Convolutional Neural Network
por: Hasan, Md Mahibul, et al.
Publicado: (2021)

Convolution-Based Encoding of Depth Images for Transfer Learning in RGB-D Scene Classification
por: Gopalapillai, Radhakrishnan, et al.
Publicado: (2021)

Motor Imagery EEG Classification Based on Transfer Learning and Multi-Scale Convolution Network
por: Chang, Zhanyuan, et al.
Publicado: (2022)

A Transfer Learning Approach with a Convolutional Neural Network for the Classification of Lung Carcinoma
por: Humayun, Mamoona, et al.
Publicado: (2022)

Voice disorder classification using convolutional neural network based on deep transfer learning
por: Peng, Xiangyu, et al.
Publicado: (2023)

Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM
por: Ma, Zhen, et al.
Publicado: (2021)

Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem? †
por: Rocha, Bruno Machado, et al.
Publicado: (2020)

Fourier transforms: and convolutions for the experimentalist
por: Jennison, RC
Publicado: (1961)

A Lightweight 1-D Convolution Augmented Transformer with Metric Learning for Hyperspectral Image Classification
por: Hu, Xiang, et al.
Publicado: (2021)

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

Wafer map failure pattern classification using geometric transformation-invariant convolutional neural network
por: Jeong, Iljoo, et al.
Publicado: (2023)

A Novel Handwritten Digit Classification System Based on Convolutional Neural Network Approach
por: Yahya, Ali Abdullah, et al.
Publicado: (2021)

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

Effectiveness of transfer learning for enhancing tumor classification with a convolutional neural network on frozen sections
por: Kim, Young-Gon, et al.
Publicado: (2020)

Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning
por: Chen, Yao-Mei, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_a0h5o9snhmsen137cm27077qch