… asthma and pneumonia in common pediatric diseases, a method based on cough sound
analysis is proposed to realize the automatic classification of pneumonia and asthma. In order …

… to learn a cough sound classification 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 cough sound classification algorithms in childhood acute … respiratory diseases, such as
chronic asthma, were excluded. This … The accuracy in detecting pneumonia using cough sound …

… common childhood respiratory disorders (asthma, pneumonia… analysis of spontaneous or
voluntary cough sounds by extracting and mapping sound signatures in different PS categories…

… audio-based classification model is presented that can differentiate between healthy and
asthmatic children, based on the combination of cough … Cough sound analysis has also been …

… acute bronchiolitis, and 5 subjects have acute asthmatic bronchitis. The diagnosis of the
diseases … a fully automated method of cough sound analysis in classifying pneumonia and non-…

… of pneumonia and asthma subjects from cough sound analysis, specifically focused on the
pediatric population… The system is entirely based on cough analysis to detect crackles sound. …

… pneumonia based on the automated analysis of cough … including asthma/RAD, bronchiolitis
and pneumonia in children. … to classify audio segments as either cough or non-cough by a …

… to classify and distinguish cough sound from other sound events. … utilized to analyze cough
sound signals for pneumonia diagnosis. … [58] proposed an asthmatic cough sound diagnosis …