Cough sound analysis for pneumonia and asthma classification in pediatric population

Y Amrulloh, U Abeyratne, V Swarnkar… - 2015 6th international …, 2015 - ieeexplore.ieee.org
… a cough sound analysis based method to differentiate pneumonia from asthma. Cough is …
To the best of our knowledge, the work on pneumonia-asthma classification using cough …

Multichannel lung sound analysis for asthma detection

MA Islam, I Bandyopadhyaya, P Bhattacharyya… - Computer methods and …, 2018 - Elsevier
… In this paper, we have classified normal and asthmatic subjects using advanced signal …
classified normal and asthmatic subjects based on the alterations in their posterior lung sound

Classification of asthma severity levels by wheeze sound analysis

SM Shaharum, K Sundaraj, S Aniza… - … IEEE Conference on …, 2016 - ieeexplore.ieee.org
… In this work, wheeze sound were analysed to classify different levels of asthma severity. …
from patients with three asthma severity levels, namely mild, moderate and severe asthma. The …

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

MA Islam, I Bandyopadhyaya… - 2018 International …, 2018 - ieeexplore.ieee.org
… Therefore, the computerized lung sound analysis method … analysis of lung sound signals
mainly characterized by three steps: preprocessing, extraction of features, and classification. In …

Identification of asthma severity levels through wheeze sound characterization and classification using integrated power features

FG Nabi, K Sundaraj, CK Lam - Biomedical Signal Processing and Control, 2019 - Elsevier
… severity and conducted various analyses, only a few have inferred … analyse the behaviour
of wheeze sounds from different severity levels of asthmatic patients and perform classification

Computerized lung sound based classification of asthma and chronic obstructive pulmonary disease (COPD)

NS Haider, AK Behera - Biocybernetics and Biomedical Engineering, 2022 - Elsevier
… ) and discriminant analysis (DA) are accessed to classify healthy, COPD and asthma using
… Using the proposed algorithm, the study discriminates between healthy, asthma and COPD …

Spectral analysis of lungs sounds for classification of asthma and pneumonia wheezing

SZH Naqvi, M Arooj, S Aziz, MU Khan… - 2020 International …, 2020 - ieeexplore.ieee.org
… of wheeze sound in asthma and pneumonia subjects is done from breathing sound. The …
This paper presents the role of spectral analysis to differentiate between the wheezing of asthma

Analysis of acoustic features for speech sound based classification of asthmatic and healthy subjects

S Yadav, M Keerthana, D Gope… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
analysis Both the baseline features and ISCB features are used for asthma and healthy subject
classification… two types of features, we also analyze the best performing feature groups by …

Automatic classification of childhood asthma and pneumonia based on cough sound analysis

L Yue, W Xu - 2021 2nd International Conference on Artificial …, 2021 - ieeexplore.ieee.org
… Aiming at the difficulty in distinguishing between asthma and pneumonia in common … cough
sound analysis is proposed to realize the automatic classification of pneumonia and asthma. …

Characterization and classification of asthmatic wheeze sounds according to severity level using spectral integrated features

FG Nabi, K Sundaraj, CK Lam… - Computers in biology and …, 2019 - Elsevier
… of asthmatic subjects can be identified through a computerized breath sound analysis [20]
and rigidly concluded that breath sound … to explain the acuteness of asthmatic patients [19]. …