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]. …

Wheeze sound analysis using computer-based techniques: A systematic review

F Ghulam Nabi, K Sundaraj, L Chee Kiang… - Biomedical …, 2019 - degruyter.com
sound classification. Palaniappan et al. [41] looked into computer-based techniques used
for respiratory sound analysis … -order analysis can be used to differentiate asthma and COPD …

Analysis of wheeze sounds during tidal breathing according to severity levels in asthma patients

FG Nabi, K Sundaraj, CK Lam, R Palaniappan - Journal of Asthma, 2020 - Taylor & Francis
… computerized wheeze sound analysis have … sound analysis are working on the detection
or classification of wheeze sounds (a complete review of computerized wheeze sound analysis

Accurate respiratory sound classification model based on piccolo pattern

B Tasar, O Yaman, T Tuncer - Applied Acoustics, 2022 - Elsevier
sound that is linked to respiratory illnesses including asthma … (AI) based breath sound analysis
research focuses on … sensor type and location, and sound analysis techniques. There is a …

Differential diagnosis of asthma and COPD based on multivariate pulmonary sounds analysis

I Sen, M Saraclar, YP Kahya - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
classification rates of 100 and 95 percent for asthma and … asthma and COPD might be
reflected in pulmonary sounds and can be objectively quantified via computerized sound analysis