Past and trends in cough sound acquisition, automatic detection and automatic classification: A comparative review

A Serrurier, C Neuschaefer-Rube, R Röhrig - Sensors, 2022 - mdpi.com
Cough is a very common symptom and the most frequent reason for seeking medical advice.
Optimized care goes inevitably through an adapted recording of this symptom and automatic …

COVID-19 cough classification using machine learning and global smartphone recordings

M Pahar, M Klopper, R Warren, T Niesler - Computers in Biology and …, 2021 - Elsevier
We present a machine learning based COVID-19 cough classifier which can discriminate
COVID-19 positive coughs from both COVID-19 negative and healthy coughs recorded on a …

Automatic cough classification for tuberculosis screening in a real-world environment

M Pahar, M Klopper, B Reeve, R Warren… - Physiological …, 2021 - iopscience.iop.org
Objective. The automatic discrimination between the coughing sounds produced by patients
with tuberculosis (TB) and those produced by patients with other lung ailments. Approach …

COVID-19 cough sound symptoms classification from scalogram image representation using deep learning models

M Loey, S Mirjalili - Computers in biology and medicine, 2021 - Elsevier
Deep Learning shows promising performance in diverse fields and has become an
emerging technology in Artificial Intelligence. Recent visual recognition is based on the …

Croup and pertussis cough sound classification algorithm based on channel attention and multiscale Mel-spectrogram

K Luo, G Yang, Y Li, S Lan, Y Wang, L He… - … Signal Processing and …, 2024 - Elsevier
Croup and pertussis are major illnesses that result in human fatality, especially in pediatric
patients. Timely and accurate diagnosis of these diseases is crucial to reducing mortality …

Diagnosis of COVID-19 and non-COVID-19 patients by classifying only a single cough sound

M Melek - Neural Computing and Applications, 2021 - Springer
In the last month of 2019, a new virus emerged in China, spreading rapidly and affecting the
whole world. This virus, which is called corona, is the most contagious type of virus that …

[HTML][HTML] A novel deep learning model to detect COVID-19 based on wavelet features extracted from Mel-scale spectrogram of patients' cough and breathing sounds

M Aly, NS Alotaibi - Informatics in Medicine Unlocked, 2022 - Elsevier
The goal of this paper is to classify the various cough and breath sounds of COVID-19
artefacts in the signals from dynamic real-life environments. The main reason for choosing …

Automatic non-invasive cough detection based on accelerometer and audio signals

M Pahar, I Miranda, A Diacon, T Niesler - Journal of Signal Processing …, 2022 - Springer
We present an automatic non-invasive way of detecting cough events based on both
accelerometer and audio signals. The acceleration signals are captured by a smartphone …

Cough detection using selected informative features from audio signals

X Chen, M Hu, G Zhai - 2021 14th International Congress on …, 2021 - ieeexplore.ieee.org
Cough is a common symptom of respiratory and lung diseases. Cough detection is important
to prevent, assess and control epidemic, such as COVID-19. This paper proposes a model to …

An automatic cough counting method and system construction for portable devices

Y Wang, K Yang, S Xu, S Rui, J **e, J Wang… - … in Bioengineering and …, 2024 - frontiersin.org
Introduction Cough is a common symptom of respiratory diseases, and prolonged
monitoring of cough can help assist doctors in making judgments about patients' conditions …