Incorporating support vector machine to the classification of respiratory sounds by Convolutional Neural Network
F Cinyol, U Baysal, D Köksal, E Babaoğlu… - … Signal Processing and …, 2023 - Elsevier
Classification of respiratory sounds (RS) by artificial intelligence (AI) methods has been
studied by many groups, and a preferred method belonging to Deep Neural Networks (DNN) …
studied by many groups, and a preferred method belonging to Deep Neural Networks (DNN) …
Respiratory sound classification by using an incremental supervised neural network
Z Dokur - Pattern Analysis and Applications, 2009 - Springer
Determination of lung condition by auscultation is a difficult task and requires special
training of medical staff. It is, however, a difficult skill to acquire. In decision making, it is …
training of medical staff. It is, however, a difficult skill to acquire. In decision making, it is …
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 …
CNN based Categorization of respiratory sounds using spectral descriptors
S Jayalakshmy, BL Priya… - … , Computing and Industry …, 2020 - ieeexplore.ieee.org
Chronic Obstructive Pulmonary Disease (COPD) is a dreadful disease which is a wide
umbrella comprises of emphysema, bronchitis etc. It threatens the life of almost nearly 3 …
umbrella comprises of emphysema, bronchitis etc. It threatens the life of almost nearly 3 …
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 …
Automatic classification of lung sounds using machine learning algorithms
Lung sounds provide substantial information about the state of respiratory system. These
sounds are frequently influenced by noise from heart and muscles which complicate …
sounds are frequently influenced by noise from heart and muscles which complicate …
[PDF][PDF] An alternative respiratory sounds classification system utilizing artificial neural networks
R Oweis, E Abdulhay, A Khayal, A Awad - Biomedical journal, 2015 - 163.25.114.16
Background: Computerized lung sound analysis involves recording lung sound via an
electronic device, followed by com‑puter analysis and classification based on specific signal …
electronic device, followed by com‑puter analysis and classification based on specific signal …
Lung sound classification with multi-feature integration utilizing lightweight cnn model
Detecting respiratory diseases is of utmost importance, considering that respiratory ailments
represent one of the most prevalent categories of diseases globally. The initial stage of lung …
represent one of the most prevalent categories of diseases globally. The initial stage of lung …
Lung sounds classification using stacked autoencoder and support vector machine
AH Falah, J Jondri - 2019 7th international conference on …, 2019 - ieeexplore.ieee.org
Various methods have developed to analyze and classify many types of lung sound to
reduce subjectivity in the auscultation procedure. In this paper, another proposed approach …
reduce subjectivity in the auscultation procedure. In this paper, another proposed approach …
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 …