S Liao, C Song, X Wang, Y Wang - PLoS One, 2022 - journals.plos.org
… to learn a coughsoundclassification model and then use the model to predict the test data. … We collect 173 audios from 91 bronchitis (51 male, 40 female; 1 acute asthmatic bronchitis, …
… of wheeze sound in asthma and pneumonia subjects is done from breathing sound. The … These alveoli if filled with purulent fluid results in an acute cough with sanies, fever, and …
… of coughsoundclassification algorithms in childhood acute … respiratory diseases, such as chronic asthma, were excluded. This … The accuracy in detecting pneumonia using coughsound …
… common childhood respiratory disorders (asthma, pneumonia… analysis of spontaneous or voluntary cough sounds by extracting and mapping sound signatures in different PS categories…
B BT, HI Hee, OH Teoh, KP Lee, S Kapoor… - The Journal of the …, 2020 - pubs.aip.org
… audio-based classification model is presented that can differentiate between healthy and asthmaticchildren, based on the combination of cough … Coughsoundanalysis has also been …
… acute bronchiolitis, and 5 subjects have acute asthmatic bronchitis. The diagnosis of the diseases … a fully automated method of coughsoundanalysis in classifyingpneumonia and non-…
… of pneumonia and asthma subjects from coughsoundanalysis, specifically focused on the pediatricpopulation… The system is entirely based on coughanalysis to detect crackles sound. …
… pneumonia based on the automated analysis of cough … including asthma/RAD, bronchiolitis and pneumonia in children. … to classifyaudio segments as either cough or non-cough by a …
… to classify and distinguish coughsound from other sound events. … utilized to analyzecough sound signals for pneumonia diagnosis. … [58] proposed an asthmaticcoughsound diagnosis …