[HTML][HTML] Recent advances in heart sound analysis
Heart sounds have been widely studied and have been demonstrated to have value for
detecting pathologies in clinical applications. Over the last few decades, the use of heart …
detecting pathologies in clinical applications. Over the last few decades, the use of heart …
Heart sound classification based on improved MFCC features and convolutional recurrent neural networks
Heart sound classification plays a vital role in the early detection of cardiovascular disorders,
especially for small primary health care clinics. Despite that much progress has been made …
especially for small primary health care clinics. Despite that much progress has been made …
Automatic detection of patient with respiratory diseases using lung sound analysis
G Chambres, P Hanna… - … on Content-Based …, 2018 - ieeexplore.ieee.org
In modern medicine, every cardiac assessment or respiratory check-up includes an audio
auscultation during which one the medical specialist listens to sounds from the patient body …
auscultation during which one the medical specialist listens to sounds from the patient body …
Diagnosis of heart diseases by a secure internet of health things system based on autoencoder deep neural network
Objective of this study is to introduce a secure IoHT system, which acts as a clinical decision
support system with the diagnosis of cardiovascular diseases. In this sense, it was …
support system with the diagnosis of cardiovascular diseases. In this sense, it was …
Research of heart sound classification using two-dimensional features
M Xiang, J Zang, J Wang, H Wang, C Zhou, R Bi… - … Signal Processing and …, 2023 - Elsevier
Background Heart sound plays a vital role to achieve an accurate diagnosis of
cardiovascular diseases, and its auxiliary diagnosis methods have become a hotspot. Aim …
cardiovascular diseases, and its auxiliary diagnosis methods have become a hotspot. Aim …
Multi-class classification and prediction of heart sounds using stacked LSTM to detect heart sound abnormalities
S Kamepalli, BS Rao… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
The changes in lifestyle, food habits, and working conditions cause various diseases in
human lives, cardiovascular diseases are one of those. Not only aged people, middle-aged …
human lives, cardiovascular diseases are one of those. Not only aged people, middle-aged …
Classification of segmented phonocardiograms by convolutional neural networks
O Deperlioglu - … . Broad research in artificial intelligence and …, 2019 - lumenpublishing.com
One of the first causes of human deaths in recent years in our world is heart diseases or
cardiovascular diseases. Phonocardiograms (PCG) and electrocardiograms (ECG) are …
cardiovascular diseases. Phonocardiograms (PCG) and electrocardiograms (ECG) are …
Reshnet: Spectrograms based efficient heart sounds classification using stacked residual networks
Cardiovascular disease (CVD) is one of the major contributors of global mortality rate as it
accounts for almost 31% of the worldwide deaths. As per World Health Organization (WHO) …
accounts for almost 31% of the worldwide deaths. As per World Health Organization (WHO) …
A Noise-Robust Heart Sound Segmentation Algorithm Based on Shannon Energy
Heart sound segmentation has been shown to improve the performance of artificial
intelligence (AI)-based auscultation decision support systems increasingly viewed as a …
intelligence (AI)-based auscultation decision support systems increasingly viewed as a …
Semi-supervised and unsupervised methods for heart sounds classification in restricted data environments
Automated heart sounds classification is a much-required diagnostic tool in the view of
increasing incidences of heart related diseases worldwide. In this study, we conduct a …
increasing incidences of heart related diseases worldwide. In this study, we conduct a …