Automatic lung health screening using respiratory sounds
H Mukherjee, P Sreerama, A Dhar… - Journal of Medical …, 2021 - Springer
Significant changes have been made on audio-based technologies over years in several
different fields. Healthcare is no exception. One of such avenues is health screening based …
different fields. Healthcare is no exception. One of such avenues is health screening based …
Classification of lung sounds using convolutional neural networks
M Aykanat, Ö Kılıç, B Kurt, S Saryal - EURASIP Journal on Image and …, 2017 - Springer
In the field of medicine, with the introduction of computer systems that can collect and
analyze massive amounts of data, many non-invasive diagnostic methods are being …
analyze massive amounts of data, many non-invasive diagnostic methods are being …
Machine learning in lung sound analysis: a systematic review
Abstract Machine learning has proven to be an effective technique in recent years and
machine learning algorithms have been successfully used in a large number of applications …
machine learning algorithms have been successfully used in a large number of applications …
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 …
A telemedicine tool framework for lung sounds classification using ensemble classifier algorithms
Telemedicine is one of the medical services related to information exchange tools (eHealth).
In recent years, the monitoring and classification of acoustic signals of respiratory-related …
In recent years, the monitoring and classification of acoustic signals of respiratory-related …
Diagnosis of pneumonia from sounds collected using low cost cell phones
I Song - 2015 International joint conference on neural networks …, 2015 - ieeexplore.ieee.org
Respiratory diseases, such as pneumonia, cold, flu, and bronchitis, are still the leading
causes of child mortality in the world. One solution for alleviating this problem is developing …
causes of child mortality in the world. One solution for alleviating this problem is developing …
Detection of respiratory sounds based on wavelet coefficients and machine learning
F Meng, Y Shi, N Wang, M Cai, Z Luo - IEEE Access, 2020 - ieeexplore.ieee.org
Respiratory sounds reveal important information of the lungs of patients. However, the
analysis of lung sounds depends significantly on the medical skills and diagnostic …
analysis of lung sounds depends significantly on the medical skills and diagnostic …
[HTML][HTML] Respiratory sound classification for crackles, wheezes, and rhonchi in the clinical field using deep learning
Auscultation has been essential part of the physical examination; this is non-invasive, real-
time, and very informative. Detection of abnormal respiratory sounds with a stethoscope is …
time, and very informative. Detection of abnormal respiratory sounds with a stethoscope is …
Classification of lung sounds using higher-order statistics: A divide-and-conquer approach
R Naves, BHG Barbosa, DD Ferreira - Computer methods and programs in …, 2016 - Elsevier
Background and objective Lung sound auscultation is one of the most commonly used
methods to evaluate respiratory diseases. However, the effectiveness of this method …
methods to evaluate respiratory diseases. However, the effectiveness of this method …
Automatic classification of large-scale respiratory sound dataset based on convolutional neural network
K Minami, H Lu, H Kim, S Mabu… - … and Systems (ICCAS …, 2019 - ieeexplore.ieee.org
Auscultation of respiratory sounds is very important for discovering the respiratory disease.
However, there is no quantitative evaluation method for the diagnosis of respiratory sounds …
However, there is no quantitative evaluation method for the diagnosis of respiratory sounds …