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. …

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

[HTML][HTML] Asthmatic versus healthy child classification based on cough and vocalised/ɑ:/sounds

B BT, HI Hee, OH Teoh, KP Lee, S Kapoor… - The Journal of the …, 2020 - pubs.aip.org
… In this paper, we present a novel cough sound and vocalised /ɑ:/ sound dataset, and a …
between asthmatic and non-asthmatic (later referred to as healthy) children. This classification

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 …

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 …