Analysis and automatic classification of breath sounds

A Cohen, D Landsberg - IEEE Transactions on Biomedical …, 1984 - ieeexplore.ieee.org
analysis was suggested [13]-[18] . These techniques were applied to the analysis of asthmatic
Asthmatic breath sound (AS) is characterized by its prolonged expiratory phase, and often …

Asthma Detection System: Machine and Deep Learning-Based Techniques

M Tawfik, NM Al-Zidi, I Fathail, S Nimbhore - Artificial Intelligence and …, 2022 - Springer
… studies on breath sound analysis will be reviewed. … in this paper to train the CNN classification
model, based on audio … a web and mobile app to classify asthma in real-time accurately. …

An optimal asthma disease detection technique for voice signal using hybrid machine learning technique

M Asim Iqbal, K Devarajan… - … : Practice and Experience, 2022 - Wiley Online Library
… We analyze whether the scattered signal pattern follows the … Comparison results of asthma
and non-asthma classification … signals, freely grouped scarcely any sound documents by …

Soft stethoscope for detecting asthma wheeze in young children

C Yu, TH Tsai, SI Huang, CW Lin - Sensors, 2013 - mdpi.com
… with asthma is 1.7 times that of female children with asthma [2]… sound files could be assessed
independently. The results of the analysis of RSACC were compared with the classification

Effect of wheeze and lung function on lung sound parameters in children with asthma

T Sakama, M Ichinose, T Obara, M Shibata… - Allergology …, 2023 - jstage.jst.go.jp
sound analysis, we examined the effect of wheeze and the lung function on lung sound
parameters in children with asthma… In Study 2, we classified patients into four groups by the pres…

[PDF][PDF] Standardization of computerized respiratory sound analysis

A Sovijärvi, J Vanderschoot, J Earis - Crit Care Med, 1997 - commongiant.github.io
… emphasize the importance of tracheal auscultation and sound recording in asthma [3, 37]. …
Figure 1 indicates the basis for the present classification for the terminology of respiratory …

Acoustic biomarkers in asthma: a systematic review

K Wieczorek, S Ananth, D Valazquez-Pimentel - Journal of Asthma, 2024 - Taylor & Francis
… validity of automated acoustic sound analysis in the diagnosis and monitoring of asthma,
including … severity levels, showing that the technology was able to classify patients according to …

Pattern recognition methods applied to respiratory sounds classification into normal and wheeze classes

M Bahoura - Computers in biology and medicine, 2009 - Elsevier
sound have been developed over the past two decades. … CORSA (Computerized Respiratory
Sound Analysis) guidelines, … obtained from both healthy and asthmatic subjects. There are …

[PDF][PDF] Toolkit for lung sound analysis

T Rosqvist, E Paajanen, K Kallio, HM Rajala… - Medical and Biological …, 1995 - academia.edu
… For correct classification, the darkest area in the classification map should be at the same …
On the other hand, in asthmatic patient measurements, weattach one of the microphones at …

GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds

M Kilic, PD Barua, T Keles, AM Yildiz, I Tuncer… - … Applications of Artificial …, 2024 - Elsevier
… attained excellent binary classification performance for detecting asthma versus control. …
We analyzed the number of features at multiple levels (from the clean cough sound signal input …