Cargando…

Design of Abnormal Heart Sound Recognition System Based on HSMM and Deep Neural Network

INTRODUCTION: Heart sound signal is an important physiological signal of human body, and the identification and research of heart sound signal is of great significance. METHODS: For abnormal heart sound signal recognition, an abnormal heart sound recognition system, combining hidden semi-Markov mode...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yin, Hai, Ma, Qiliang, Zhuang, Junwei, Yu, Wei, Wang, Zhongyou
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove 2022
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9398456/ https://www.ncbi.nlm.nih.gov/pubmed/36017307 http://dx.doi.org/10.2147/MDER.S368726

Ejemplares similares

Deblurring of Sound Source Orientation Recognition Based on Deep Neural Network
por: Wang, Tong, 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)

Identification of Heart Sounds with an Interpretable Evolving Fuzzy Neural Network
por: de Campos Souza, Paulo Vitor, et al.
Publicado: (2020)

Semantic Relatedness Emerges in Deep Convolutional Neural Networks Designed for Object Recognition
por: Huang, Taicheng, et al.
Publicado: (2021)

Sound Levels Forecasting in an Acoustic Sensor Network Using a Deep Neural Network
por: Navarro, Juan M., et al.
Publicado: (2020)

Design and Performance Evaluation of a Deep Neural Network for Spectrum Recognition of Underwater Targets
por: Liu, Dali, et al.
Publicado: (2020)

Design of Chinese Grammar Recognition and Error Correction Model Based on the Deep Neural Network
por: Qiao, Yuhan, et al.
Publicado: (2022)

Deep Neural Network-Based Respiratory Pathology Classification Using Cough Sounds
por: Balamurali, B T, et al.
Publicado: (2021)

Heart sound signals can be used for emotion recognition
por: Xiefeng, Cheng, et al.
Publicado: (2019)

A Lung Sound Category Recognition Method Based on Wavelet Decomposition and BP Neural Network
por: Shi, Yan, et al.
Publicado: (2019)

Automatic Facial Recognition of Williams-Beuren Syndrome Based on Deep Convolutional Neural Networks
por: Liu, Hui, et al.
Publicado: (2021)

Deep Recurrent Neural Networks for Human Activity Recognition
por: Murad, Abdulmajid, et al.
Publicado: (2017)

Emotional Speech Recognition Using Deep Neural Networks
por: Trinh Van, Loan, et al.
Publicado: (2022)

Deep convolutional neural networks for regular texture recognition
por: Liu, Ni, et al.
Publicado: (2022)

Number detectors spontaneously emerge in a deep neural network designed for visual object recognition
por: Nasr, Khaled, et al.
Publicado: (2019)

Retracted: Design of Chinese Grammar Recognition and Error Correction Model Based on the Deep Neural Network
por: Environmental and Public Health, Journal of
Publicado: (2023)

An Efficient Neural Network Design Incorporating Autoencoders for the Classification of Bat Echolocation Sounds
por: Alipek, Sercan, et al.
Publicado: (2023)

Nuclear Norm Regularized Deep Neural Network for EEG-Based Emotion Recognition
por: Liang, Shuang, et al.
Publicado: (2022)

Analysis of Two-Piano Teaching Assistant Training Based on Neural Network Model Sound Sequence Recognition
por: Dai, Lei
Publicado: (2022)

Abnormal Activity Recognition from Surveillance Videos Using Convolutional Neural Network
por: Habib, Shabana, et al.
Publicado: (2021)

Deep Neural Networks for Automatic Flower Species Localization and Recognition
por: Abbas, Touqeer, et al.
Publicado: (2022)

Hypertuned Deep Convolutional Neural Network for Sign Language Recognition
por: Mannan, Abdul, et al.
Publicado: (2022)

EDNC: Ensemble Deep Neural Network for COVID-19 Recognition
por: Yang, Lin, et al.
Publicado: (2022)

A study of using cough sounds and deep neural networks for the early detection of Covid-19
por: Islam, Rumana, et al.
Publicado: (2022)

Sleep Apnea Detection by Tracheal Motion and Sound, and Oximetry via Application of Deep Neural Networks
por: Montazeri Ghahjaverestan, Nasim, et al.
Publicado: (2023)

Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory
por: Fraiwan, M., et al.
Publicado: (2021)

Recognition of Abnormal Chest Compression Depth Using One-Dimensional Convolutional Neural Networks
por: Zhao, Liang, et al.
Publicado: (2021)

Classification of fissured tongue images using deep neural networks
por: Hu, Junwei, et al.
Publicado: (2022)

EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-Time Facial Expression Recognition
por: Lee, James Ren, et al.
Publicado: (2021)

Design and Implementation of Fast Spoken Foul Language Recognition with Different End-to-End Deep Neural Network Architectures
por: Ba Wazir, Abdulaziz Saleh, et al.
Publicado: (2021)

Speech Emotion Recognition with Heterogeneous Feature Unification of Deep Neural Network
por: Jiang, Wei, et al.
Publicado: (2019)

Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
por: Wu, Jibin, et al.
Publicado: (2020)

Pashto isolated digits recognition using deep convolutional neural network
por: Zada, Bakht, et al.
Publicado: (2020)

Deep Fractional Max Pooling Neural Network for COVID-19 Recognition
por: Wang, Shui-Hua, et al.
Publicado: (2021)

Robust Korean License Plate Recognition Based on Deep Neural Networks
por: Wang, Hanxiang, et al.
Publicado: (2021)

Scene Text Recognition Based on Bidirectional LSTM and Deep Neural Network
por: Kantipudi, MVV Prasad, et al.
Publicado: (2021)

Named Entity Recognition of Medical Text Based on the Deep Neural Network
por: Yang, Tianjiao, et al.
Publicado: (2022)

Long Jump Action Recognition Based on Deep Convolutional Neural Network
por: Wang, Zhiteng
Publicado: (2022)

Research on Audio Recognition Based on the Deep Neural Network in Music Teaching
por: Cui, Yun, et al.
Publicado: (2022)

Deep Neural Network Recognition of Rivet Joint Defects in Aircraft Products
por: Amosov, Oleg Semenovich, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_luldrv4ca5sl1m4ae9a22i4btm