Results 11 to 20 of about 1,131,367 (289)

Design and Realization of MEMS Heart Sound Sensor with Concave, Racket-Shaped Cilium

open access: yesBiosensors, 2022
The biomedical acoustic signal plays an important role in clinical non-invasive diagnosis. In view of the deficiencies in early diagnosis of cardiovascular diseases, acoustic properties of S1 and S2 heart sounds are utilized. In this paper, we propose an
Yuhua Yang   +9 more
doaj   +1 more source

Design framework of hybrid ensemble identification network and its application in heart sound analysis

open access: yesAIP Advances, 2022
Mixed heart sounds include heart sounds in a state of resting and motion. The analysis of heart sound signals in a state of motion is a difficult problem.
Chen-Jun She, Xie-Feng Cheng
doaj   +1 more source

Research on Segmentation and Classification of Heart Sound Signals Based on Deep Learning

open access: yesApplied Sciences, 2021
The heart sound signal is one of the signals that reflect the health of the heart. Research on the heart sound signal contributes to the early diagnosis and prevention of cardiovascular diseases.
Yi He   +5 more
doaj   +1 more source

Investigation and analysis on the status of heart sound auscultation and training needs of medical students [PDF]

open access: yesJichu yixue yu linchuang, 2021
Objective To clarify the current direction of improvement of heart sound auscultation teaching. Methods Questionnaire survey was conducted on the students of Peking Union Medical College who had studied diagnostics.
LIN Xue, ZHANG Xiao, LIU Ji-hai, ZHANG Hui, QIAN Xiao-jing, XIAO Ran, FANG Li-gang
doaj  

Heart sound classification based on improved mel-frequency spectral coefficients and deep residual learning

open access: yesFrontiers in Physiology, 2022
Heart sound classification plays a critical role in the early diagnosis of cardiovascular diseases. Although there have been many advances in heart sound classification in the last few years, most of them are still based on conventional segmented ...
Feng Li   +4 more
doaj   +1 more source

Algorithm for heart rate extraction in a novel wearable acoustic sensor. [PDF]

open access: yes, 2015
Phonocardiography is a widely used method of listening to the heart sounds and indicating the presence of cardiac abnormalities. Each heart cycle consists of two major sounds - S1 and S2 - that can be used to determine the heart rate.
Aguilar-Pelaez, E   +3 more
core   +1 more source

A wearable nanoscale heart sound sensor based on P(VDF-TrFE)/ZnO/GR and its application in cardiac disease detection

open access: yesBeilstein Journal of Nanotechnology, 2023
This paper describes a method for preparing flexible composite piezoelectric nanofilms of P(VDF-TrFE)/ZnO/graphene using a high-voltage electrospinning method. Composition and β-phase content of the piezoelectric composite films were analyzed using X-ray
Yi Luo   +5 more
doaj   +1 more source

The Effect of Signal Duration on the Classification of Heart Sounds: A Deep Learning Approach

open access: yesSensors, 2022
Deep learning techniques are the future trend for designing heart sound classification methods, making conventional heart sound segmentation dispensable.
Xinqi Bao   +2 more
doaj   +1 more source

Short-segment heart sound classification using an ensemble of deep convolutional neural networks [PDF]

open access: yes, 2018
This paper proposes a framework based on deep convolutional neural networks (CNNs) for automatic heart sound classification using short-segments of individual heart beats. We design a 1D-CNN that directly learns features from raw heart-sound signals, and
Noman, Fuad   +3 more
core   +2 more sources

A recognition method research based on the heart sound texture map

open access: yesAIP Advances, 2016
In order to improve the Heart Sound recognition rate and reduce the recognition time, in this paper, we introduces a new method for Heart Sound pattern recognition by using Heart Sound Texture Map.
Huizhong Cheng   +3 more
doaj   +1 more source

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