[HTML][HTML] 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 …

[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 …

[HTML][HTML] Deep neural network-based respiratory pathology classification using cough sounds

BT Balamurali, HI Hee, S Kapoor, OH Teoh, SS Teng… - Sensors, 2021 - mdpi.com
Intelligent systems are transforming the world, as well as our healthcare system. We propose
a deep learning-based cough sound classification model that can distinguish between …

Towards cough sound analysis using the internet of things and deep learning for pulmonary disease prediction

A Kumar, K Abhishek, MR Ghalib… - Transactions on …, 2022 - Wiley Online Library
Cough is a symptom in over a hundred respiratory diseases. The audio features in cough
signals contain erudition about the predicament of the respiratory system. Using deep …

Automatic identification of wet and dry cough in pediatric patients with respiratory diseases

V Swarnkar, UR Abeyratne, AB Chang… - Annals of biomedical …, 2013 - Springer
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 …

[HTML][HTML] A classification framework for identifying bronchitis and pneumonia in children based on a small-scale cough sounds dataset

S Liao, C Song, X Wang, Y Wang - PLoS One, 2022 - journals.plos.org
Bronchitis and pneumonia are the common respiratory diseases, of which pneumonia is the
leading cause of mortality in pediatric patients worldwide and impose intense pressure on …

Development and technical validation of a smartphone‐based pediatric cough detection algorithm

MD Kruizinga, A Zhuparris, E Dessing… - Pediatric …, 2022 - Wiley Online Library
Introduction Coughing is a common symptom in pediatric lung disease and cough frequency
has been shown to be correlated to disease activity in several conditions. Automated cough …

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 …

Automatic cough segmentation from non-contact sound recordings in pediatric wards

YA Amrulloh, UR Abeyratne, V Swarnkar… - … Signal Processing and …, 2015 - Elsevier
Cough is a common symptom of almost all childhood respiratory diseases. In a typical
consultation session, physicians may seek for qualitative information (eg, wetness) and …

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 …