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Contact-based methods for measuring respiratory rate
There is an ever-growing demand for measuring respiratory variables during a variety of
applications, including monitoring in clinical and occupational settings, and during sporting …
applications, including monitoring in clinical and occupational settings, and during sporting …
Lung sounds classification using convolutional neural networks
D Bardou, K Zhang, SM Ahmad - Artificial intelligence in medicine, 2018 - Elsevier
Lung sounds convey relevant information related to pulmonary disorders, and to evaluate
patients with pulmonary conditions, the physician or the doctor uses the traditional …
patients with pulmonary conditions, the physician or the doctor uses the traditional …
Lung sound classification using cepstral-based statistical features
Lung sounds convey useful information related to pulmonary pathology. In this paper, short-
term spectral characteristics of lung sounds are studied to characterize the lung sounds for …
term spectral characteristics of lung sounds are studied to characterize the lung sounds for …
Deep learning models for detecting respiratory pathologies from raw lung auscultation sounds
In recent years deep learning models improve the diagnosis performance of many diseases
especially respiratory diseases. This paper will propose an evaluation for the performance of …
especially respiratory diseases. This paper will propose an evaluation for the performance of …
Low-power wearable respiratory sound sensing
Building upon the findings from the field of automated recognition of respiratory sound
patterns, we propose a wearable wireless sensor implementing on-board respiratory sound …
patterns, we propose a wearable wireless sensor implementing on-board respiratory sound …
Respiratory rate estimation during walking and running using breathing sounds recorded with a microphone
Emerging evidence suggests that respiratory frequency (fR) is a valid marker of physical
effort. This has stimulated interest in develo** devices that allow athletes and exercise …
effort. This has stimulated interest in develo** devices that allow athletes and exercise …
In-ear audio wearable: Measurement of heart and breathing rates for health and safety monitoring
A Martin, J Voix - IEEE Transactions on Biomedical …, 2017 - ieeexplore.ieee.org
Objective: This paper examines the integration of a noninvasive vital sign monitoring feature
into the workers' hearing protection devices (HPDs) by using a microphone positioned within …
into the workers' hearing protection devices (HPDs) by using a microphone positioned within …
Three resnet deep learning architectures applied in pulmonary pathologies classification
During the diagnosis of pulmonary diseases, the doctor listens to the lung sounds on the
patient's chest using a traditional stethoscope for the earlier detection of abnormal …
patient's chest using a traditional stethoscope for the earlier detection of abnormal …
Deep learning with 3D-second order difference plot on respiratory sounds
The second order difference plot (SODP) is a nonlinear signal analysis method that
visualizes two consecutive data points for many types of biomedical signals. The proposed …
visualizes two consecutive data points for many types of biomedical signals. The proposed …
Classification and analysis of non-stationary characteristics of crackle and rhonchus lung adventitious sounds
S İçer, Ş Gengeç - Digital Signal Processing, 2014 - Elsevier
This paper proposed various feature extraction procedures to separate crackles and rhonchi
of pathological lung sounds from normal lung sounds. The feature extraction process for …
of pathological lung sounds from normal lung sounds. The feature extraction process for …