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 …
a deep learning-based cough sound classification model that can distinguish between …
Productive and non-productive cough classification using biologically inspired techniques
RV Sharan - IEEE Access, 2022 - ieeexplore.ieee.org
Cough is a common symptom of respiratory diseases and the type of cough, in particular,
productive (wet) or non-productive (dry) cough, is an important indicator of the condition of …
productive (wet) or non-productive (dry) cough, is an important indicator of the condition of …
Can machine learning be used to recognize and diagnose coughs?
Emerging wireless technologies, such as 5G and beyond, are bringing new use cases to the
forefront, one of the most prominent being machine learning empowered health care. One of …
forefront, one of the most prominent being machine learning empowered health care. One of …
[HTML][HTML] Towards using cough for respiratory disease diagnosis by leveraging Artificial Intelligence: A survey
Cough acoustics contain multitudes of vital information about pathomorphological
alterations in the respiratory system. Reliable and accurate detection of cough events by …
alterations in the respiratory system. Reliable and accurate detection of cough events by …
Classification of cough sounds using spectrogram methods and a parallel-stream one-dimensional deep convolutional neural network
Currently, a subjective method is used to diagnose cough sounds, particularly wet and dry
coughs, which can lead to incorrect diagnoses. In this study, novel emergent features were …
coughs, which can lead to incorrect diagnoses. In this study, novel emergent features were …
Towards cough sound analysis using the internet of things and deep learning for pulmonary disease prediction
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 …
signals contain erudition about the predicament of the respiratory system. Using deep …
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture
D Pessoa, G Petmezas… - … Circuits and Systems …, 2023 - ieeexplore.ieee.org
Patients with respiratory conditions typically exhibit adventitious respiratory sounds (ARS),
such as wheezes and crackles. In recent years, computerized methods for analyzing …
such as wheezes and crackles. In recent years, computerized methods for analyzing …
[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 …
children. Cough is a common symptom of acute respiratory diseases and the sound of …
Cough event classification by pretrained deep neural network
Background Cough is an essential symptom in respiratory diseases. In the measurement of
cough severity, an accurate and objective cough monitor is expected by respiratory disease …
cough severity, an accurate and objective cough monitor is expected by respiratory disease …
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 …
develop a machine-learning based cough sound classifier for asthmatic and healthy …