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Past and trends in cough sound acquisition, automatic detection and automatic classification: A comparative review
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 …
Optimized care goes inevitably through an adapted recording of this symptom and automatic …
COVID-19 cough classification using machine learning and global smartphone recordings
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 …
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
Objective. The automatic discrimination between the coughing sounds produced by patients
with tuberculosis (TB) and those produced by patients with other lung ailments. Approach …
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
Deep Learning shows promising performance in diverse fields and has become an
emerging technology in Artificial Intelligence. Recent visual recognition is based on the …
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 …
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 …
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 …
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
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 …
accelerometer and audio signals. The acceleration signals are captured by a smartphone …
Cough detection using selected informative features from audio signals
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 …
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 …
monitoring of cough can help assist doctors in making judgments about patients' conditions …