Identification of asthma severity levels through wheeze sound characterization and classification using integrated power features
Objective This study aimed to investigate and classify wheeze sound characteristics
according to asthma severity levels (mild, moderate and severe) using integrated power (IP) …
according to asthma severity levels (mild, moderate and severe) using integrated power (IP) …
Characterization and classification of asthmatic wheeze sounds according to severity level using spectral integrated features
Objective This study aimed to investigate and classify wheeze sounds of asthmatic patients
according to their severity level (mild, moderate and severe) using spectral integrated (SI) …
according to their severity level (mild, moderate and severe) using spectral integrated (SI) …
Analysis of wheeze sounds during tidal breathing according to severity levels in asthma patients
Objective: This study aimed to statistically analyze the behavior of time-frequency features in
digital recordings of wheeze sounds obtained from patients with various levels of asthma …
digital recordings of wheeze sounds obtained from patients with various levels of asthma …
A telemedicine software application for asthma severity levels identification using wheeze sounds classification
Early and precise knowledge of asthma severity levels may help in effective precautions,
proper medication, and follow-up planning for the patients. Keeping this in view, we propose …
proper medication, and follow-up planning for the patients. Keeping this in view, we propose …
Evaluation of features for classification of wheezes and normal respiratory sounds
Chronic Respiratory Diseases (CRDs), such as Asthma and Chronic Obstructive Pulmonary
Disease (COPD), are leading causes of deaths worldwide. Although both Asthma and …
Disease (COPD), are leading causes of deaths worldwide. Although both Asthma and …
Classification of asthma severity levels by wheeze sound analysis
Asthma is among the most common condition, and it has been reported that it is currently
poorly controlled. In this work, wheeze sound were analysed to classify different levels of …
poorly controlled. In this work, wheeze sound were analysed to classify different levels of …
Computerized lung sound based classification of asthma and chronic obstructive pulmonary disease (COPD)
NS Haider, AK Behera - Biocybernetics and Biomedical Engineering, 2022 - Elsevier
Diagnostic ambiguity between chronic pulmonary diseases like asthma and Chronic
Obstructive Pulmonary Disease (COPD) is very high, as they exhibit similar symptoms …
Obstructive Pulmonary Disease (COPD) is very high, as they exhibit similar symptoms …
Artificial intelligence approach to the monitoring of respiratory sounds in asthmatic patients
H Hafke-Dys, B Kuźnar-Kamińska, T Grzywalski… - Frontiers in …, 2021 - frontiersin.org
Background: Effective and reliable monitoring of asthma at home is a relevant factor that
may reduce the need to consult a doctor in person. Aim: We analyzed the possibility to …
may reduce the need to consult a doctor in person. Aim: We analyzed the possibility to …
Multichannel lung sound analysis for asthma detection
MA Islam, I Bandyopadhyaya, P Bhattacharyya… - Computer methods and …, 2018 - Elsevier
Background and objective Lung sound signals convey valuable information of the lung
status. Auscultation is an effective technique to appreciate the condition of the respiratory …
status. Auscultation is an effective technique to appreciate the condition of the respiratory …
Correlating spirometry findings with auscultation sounds for diagnosis of respiratory diseases
Spirometry is the pulmonary function test (PFT) used for the diagnosis and severity
measurement of respiratory illness. Although it is a non-invasive procedure still requires …
measurement of respiratory illness. Although it is a non-invasive procedure still requires …