Time-frequency analysis of wheezing sound to differentiate asthmatic and non-asthmatic condition

TAIT Alang, OP Singh… - 2016 6th IEEE International …, 2016 - ieeexplore.ieee.org
… For breathing sound classification, the suitable methods were … analysis of the recorded
wheezing sound and found to be a useful method in differentiating asthmatic and non-asthmatic

Airway inflammation phenotype prediction in asthma patients using lung sound analysis with fractional exhaled nitric oxide

T Shimoda, Y Obase, Y Nagasaka, H Nakano… - Allergology …, 2017 - jstage.jst.go.jp
sound analysis in patients with bronchial asthma and demonstrated that the exhalation-to-inhalation
sound … We classified asthma patients by airway inflammation phenotype using the …

A telemedicine software application for asthma severity levels identification using wheeze sounds classification

FG Nabi, K Sundaraj, MS Iqbal, M Shafiq… - Biocybernetics and …, 2022 - Elsevier
… is one of the major challenges in computerized respiratory sound analysis. There is no
single rule to this. Most physicians examine asthma patients at the LLB to observe pulmonary …

Treatment evaluation using lung sound analysis in asthmatic children

C Habukawa, K Murakami, M Endoh, N Horii… - …, 2017 - Wiley Online Library
sound analysis, the ic700, has utility in assessing the effects of ICS treatment and to predict
asthma attack within the following 2 weeks in asthmatic … with classification of asthma severity.…

Monitoring asthma medication adherence through content based audio classification

S Nousias, J Lakoumentas, A Lalos… - … symposium series on …, 2016 - ieeexplore.ieee.org
… is to classify correctly those sound samples. 3 problems were considered for analysis. The
… The second was of 3-class nature: we placed into a new bin 280 mixed sound samples from …

[HTML][HTML] An automated system for classification of chronic obstructive pulmonary disease and pneumonia patients using lung sound analysis

SZH Naqvi, MA Choudhry - Sensors, 2020 - mdpi.com
… Cough sound analysis for pneumonia and asthma classification in pediatric population.
In Proceedings of the 6th International Conference on Intelligent Systems, Modelling and …

A breath sound analysis in children with cough variant asthma

M Enseki, M Nukaga, H Tadaki, H Tabata… - Allergology …, 2019 - jstage.jst.go.jp
asthma and those who do not. We believe that the patients with highly rigid airways may not
develop asthma who … study, and breath sound analyses will be useful for the classification of …

A performance comparison of wheeze feature extraction methods for asthma severity levels classification

SM Shaharum, K Sundaraj, S Aniza… - 2018 9th IEEE …, 2018 - ieeexplore.ieee.org
… MFCC in the respiratory sound analysis is widely utilized and has … for the classification of
asthma stages in accordance to work done by Bahoura et. al, (2009) that uses MFCC to classify

Respiratory sound analysis for detection of pulmonary diseases

V Jindal, V Agarwal, S Kalaivani - 2018 IEEE Applied Signal …, 2018 - ieeexplore.ieee.org
… There are different specified frequency ranges for different types of disorders like asthmatic
… In this paper, an analysis is carried out to classify the lung sounds to diagnose whether it …

Lung Sound Analysis Provides A Useful Index For Both Airway Narrowing And Airway Inflammation In Patients With Bronchial Asthma

T Shimoda, Y Obase, Y Nagasaka… - Journal of Asthma …, 2019 - Taylor & Francis
… A total of 131 patients with bronchial asthma were classified into four groups according to
the presence or absence of airway narrowing and airway inflammation to examine whether the …