Cough sound analysis for pneumonia and asthma classification in pediatric population

Y Amrulloh, U Abeyratne, V Swarnkar… - 2015 6th international …, 2015 - ieeexplore.ieee.org
Pneumonia and asthma are the common diseases in pediatric population. The diseases
share some similarities of symptoms that make them difficult to separate without the proper …

Cough sound analysis can rapidly diagnose childhood pneumonia

UR Abeyratne, V Swarnkar, A Setyati… - Annals of biomedical …, 2013 - Springer
Abstract Pneumonia annually kills over 1,800,000 children throughout the world. The vast
majority of these deaths occur in resource poor regions such as the sub-Saharan Africa and …

Analysis of cough sound for pneumonia detection using wavelet transform and statistical parameters

TH Pingale, HT Patil - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Pneumonia is cause of death of millions of children under 5 years every year. Pneumonia is
contagious disease which easily spread through air. In-spite of its severity the conventional …

Neural network based algorithm for automatic identification of cough sounds

V Swarnkar, UR Abeyratne, Y Amrulloh… - 2013 35th Annual …, 2013 - ieeexplore.ieee.org
Cough is the most common symptom of the several respiratory diseases containing
diagnostic information. It is the best suitable candidate to develop a simplified screening …

Automated algorithm for wet/dry cough sounds classification

V Swarnkar, UR Abeyratne… - … Conference of the …, 2012 - ieeexplore.ieee.org
Cough is the most common symptom of several respiratory diseases. It is a defense
mechanism of the body to clear the respiratory tract from foreign materials inhaled …

Use of cough sounds for diagnosis and screening of pulmonary disease

C Infante, D Chamberlain, R Fletcher… - 2017 IEEE global …, 2017 - ieeexplore.ieee.org
Cough sound analysis has attracted interest as a potential low-cost diagnostic tool for low-
resource settings, where the burden of pulmonary disease is quite high. However, published …

[HTML][HTML] Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: a systematic review

RV Sharan, H Rahimi-Ardabili - International Journal of Medical Informatics, 2023 - Elsevier
Background Acute respiratory diseases are a leading cause of morbidity and mortality in
children. Cough is a common symptom of acute respiratory diseases and the sound of …

Development of machine learning for asthmatic and healthy voluntary cough sounds: a proof of concept study

HI Hee, BT Balamurali, A Karunakaran, D Herremans… - Applied Sciences, 2019 - mdpi.com
(1) Background: Cough is a major presentation in childhood asthma. Here, we aim to
develop a machine-learning based cough sound classifier for asthmatic and healthy …

Preliminary analysis of cough sounds

VP Singh, JMS Rohith, VK Mittal - 2015 Annual IEEE India …, 2015 - ieeexplore.ieee.org
Cough is an important symptom in many diseases and at times is the only major symptom to
diagnose some particular ailments. Cough is the powerful mechanism of human body to …

High frequency analysis of cough sounds in pediatric patients with respiratory diseases

K Kosasih, UR Abeyratne… - … Conference of the IEEE …, 2012 - ieeexplore.ieee.org
Cough is a common symptom in a range of respiratory diseases and is considered a natural
defense mechanism of the body. Despite its critical importance in the diagnosis of illness …