Cough sound analysis can rapidly diagnose childhood pneumonia

UR Abeyratne, V Swarnkar, A Setyati… - Annals of biomedical …, 2013 - Springer
… can be used to diagnose pneumonia. The … pneumonia in humans using cough sound
analysis. Our method has the potential to revolutionize the management of childhood pneumonia

Cough Sound Analysis-A new tool for diagnosing Pneumonia

UR Abeyratne, V Swarnkar, R Triasih… - 2013 35th Annual …, 2013 - ieeexplore.ieee.org
… respiratory illness such as pneumonia, bronchiolitis and asthma… The methods proposed in
this paper could separate pneumonia … of childhood pneumonia in remote regions of the world. …

Automated Cough Sound Analysis for Detecting Childhood Pneumonia

RV Sharan, K Qian, Y Yamamoto - IEEE Journal of Biomedical …, 2023 - ieeexplore.ieee.org
Sound Analysis In this work, we propose a fully automated method to detect childhood
pneumonia that utilizes only cough sound … sounds, cough sound segmentation, and cough sound

Cough sound analysis for pneumonia and asthma classification in pediatric population

Y Amrulloh, U Abeyratne, V Swarnkar… - 2015 6th international …, 2015 - ieeexplore.ieee.org
… patients were misdiagnosed as pneumonia and prescribed for … cough sound analysis based
method to differentiate pneumonia from asthma. Cough is the major symptom of pneumonia

Computerised lung sound analysis to improve the specificity of paediatric pneumonia diagnosis in resource-poor settings: protocol and methods for an observational …

LE Ellington, RH Gilman, JM Tielsch, M Steinhoff… - BMJ open, 2012 - bmjopen.bmj.com
… ) to 80% (CLSA and WHO algorithm) with 95% power and α of 0.05 between pneumonia
and non-pneumonia cases, we require 70 patients per group in the training set. We will also …

Automatic classification of childhood asthma and pneumonia based on cough sound analysis

L Yue, W Xu - 2021 2nd International Conference on Artificial …, 2021 - ieeexplore.ieee.org
analysis process, time domain analysis and frequency domain analysis are the two basic
methods of cough sound analysis, … In order to show the sound characteristics of cough signals …

Wavelet augmented cough analysis for rapid childhood pneumonia diagnosis

K Kosasih, UR Abeyratne, V Swarnkar… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… Our method is based on automated cough sound analysis to diagnose pneumonia. This
opens up the possibility of having low-cost, non-contact, non-invasive way of testing potential …

Diagnosis of pneumonia from sounds collected using low cost cell phones

I Song - 2015 International joint conference on neural networks …, 2015 - ieeexplore.ieee.org
… power for pneumonia using statistical analysis. … sound analysis and diagnostic feature
extraction. In this section, we overview the core techniques used on respiratory sound analysis

Towards an unsupervised device for the diagnosis of childhood pneumonia in low resource settings: automatic segmentation of respiratory sounds

J Solà, F Braun, E Muntané, C Verjus… - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
… of childhood pneumonia is presented. The concept relies on the automated analysis of …
Gurung, Computerized lung sound analysis as diagnostic aid for the detection of abnormal …

HMM based cough sound analysis for classifying pneumonia and asthma in pediatric population

YA Amrulloh, UR Abeyratne, V Swarnkar… - EMBEC & NBC 2017 …, 2018 - Springer
… Our results show that sound analysis can be used to separate pneumonia and asthma in
pediatric … These findings open up opportunity to use cough sound analysis to improve IMCI …