A review of computer‐aided heart sound detection techniques
S Li, F Li, S Tang, W Xiong - BioMed research international, 2020 - Wiley Online Library
Cardiovascular diseases have become one of the most prevalent threats to human health
throughout the world. As a noninvasive assistant diagnostic tool, the heart sound detection …
throughout the world. As a noninvasive assistant diagnostic tool, the heart sound detection …
A critical review of heart sound signal segmentation algorithms
This paper discusses four heart sound segmentation (HSS) methods: Wavelet transform,
Fractal decomposition, Hilbert Transform, and Shannon Energy Envelogram, in order to …
Fractal decomposition, Hilbert Transform, and Shannon Energy Envelogram, in order to …
Detection of pulmonary hypertension associated with congenital heart disease based on time-frequency domain and deep learning features
B Ge, H Yang, P Ma, T Guo, J Pan, W Wang - Biomedical Signal Processing …, 2023 - Elsevier
The heart sounds reflect the health of the heart. Its recording is the phonocardiogram (PCG).
Pulmonary hypertension associated with congenital heart disease (CHD-PAH) is a serious …
Pulmonary hypertension associated with congenital heart disease (CHD-PAH) is a serious …
Analysis of pregnancy development by complexity and information-based analysis of fetal phonocardiogram (PCG) signals
One of the crucial areas of pregnancy research is to analyze the pregnancy development.
For this purpose, scientists analyze the different conditions of fetuses to understand their …
For this purpose, scientists analyze the different conditions of fetuses to understand their …
[HTML][HTML] Automatic segmentation and classification of heart sounds using modified empirical wavelet transform and power features
P Narváez, S Gutierrez, WS Percybrooks - Applied Sciences, 2020 - mdpi.com
A system for the automatic classification of cardiac sounds can be of great help for doctors in
the diagnosis of cardiac diseases. Generally speaking, the main stages of such systems are …
the diagnosis of cardiac diseases. Generally speaking, the main stages of such systems are …
[HTML][HTML] On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks
G Zhou, Y Chen, C Chien - BMC medical informatics and decision making, 2022 - Springer
Background The application of machine learning to cardiac auscultation has the potential to
improve the accuracy and efficiency of both routine and point-of-care screenings. The use of …
improve the accuracy and efficiency of both routine and point-of-care screenings. The use of …
[HTML][HTML] Evaluation of the coupling among visual stimuli, eye fluctuations, and brain signals
This paper evaluated the correlation among the activations of eyes and brain in visual
stimulation. Because of the complex structure of eye fluctuations and brain signals, we …
stimulation. Because of the complex structure of eye fluctuations and brain signals, we …
Classification of baby cry sound using higuchi's fractal dimension with K-nearest neighbor and support vector machine
D Widhyanti, D Juniati - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
The crying baby sound is a way to express their physical and psychological conditions. For
most people, it is difficult to distinguish the meaning of the sound of a baby's cry because …
most people, it is difficult to distinguish the meaning of the sound of a baby's cry because …
Recognition of Pediatric Congenital Heart Diseases by Using Phonocardiogram Signals and Transformer-Based Neural Networks
M Hassanuzzaman, NA Hasan… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
The phonocardiogram (PCG) or heart sound auscultation is a low-cost and non-invasive
method to diagnose Congenital Heart Disease (CHD). However, recognizing CHD in the …
method to diagnose Congenital Heart Disease (CHD). However, recognizing CHD in the …
Detection of pulmonary arterial hypertension associated with congenital heart disease based on time–frequency domain and deep learning features
B Ge, H Yang, P Ma, T Guo, J Pan, W Wang - Biomedical Signal Processing …, 2023 - Elsevier
The heart sounds reflect the health of the heart. Its recording is the phonocardiogram (PCG).
Pulmonary arterial hypertension associated with congenital heart disease (CHD-PAH) is a …
Pulmonary arterial hypertension associated with congenital heart disease (CHD-PAH) is a …