Multichannel lung sound analysis for asthma detection

MA Islam, I Bandyopadhyaya, P Bhattacharyya… - Computer methods and …, 2018 - Elsevier
Background and objective Lung sound signals convey valuable information of the lung
status. Auscultation is an effective technique to appreciate the condition of the respiratory …

Classification of normal, asthma and COPD subjects using multichannel lung sound signals

MA Islam, I Bandyopadhyaya… - 2018 International …, 2018 - ieeexplore.ieee.org
Lung sounds carry valuable information regarding the lungs pathology. The collaboration of
advanced digital signal processing method and machine learning framework has immense …

Using lung sounds in classification of pulmonary diseases according to respiratory subphases

M Yeginer, K Ciftci, U Cini, I Sen… - The 26th Annual …, 2004 - ieeexplore.ieee.org
Auscultation-based diagnosis of pulmonary disorders relies heavily on the presence of
adventitious sounds and on the altered transmission characteristics of the chest wall. The …

Computer-based respiratory sound analysis: a systematic review

R Palaniappan, K Sundaraj, NU Ahamed… - IETE Technical …, 2013 - Taylor & Francis
Over the years, lung auscultation has been used as an effective clinical tool to monitor the
state of the respiratory system. Lung auscultation provides valuable information regarding …

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 …

A neural network-based method for respiratory sound analysis and lung disease detection

L Brunese, F Mercaldo, A Reginelli, A Santone - Applied Sciences, 2022 - mdpi.com
Background: Respiratory sound analysis represents a research topic of growing interest in
recent times. In fact, in this area, there is the potential to automatically infer the abnormalities …

Lung sounds in bronchial asthma

Y Nagasaka - Allergology International, 2012 - Elsevier
Modern understanding of lung sounds started with a historical article by Forgacs. Since then,
many studies have clarified the changes of lung sounds due to airway narrowing as well as …

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 …

Automated lung sound analysis for detecting pulmonary abnormalities

S Datta, AD Choudhury, P Deshpande… - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
Identification of pulmonary diseases comprises of accurate auscultation as well as elaborate
and expensive pulmonary function tests. Prior arts have shown that pulmonary diseases …

Performance evaluation and enhancement of lung sound recognition system in two real noisy environments

GC Chang, YF Lai - Computer methods and programs in biomedicine, 2010 - Elsevier
This study investigates the problems associated with lung sound recognition under noisy
conditions. Firstly, the effects of noise on the lung sound feature representation and the …