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 …
A comprehensive approach for cough type detection
Presence of sputum in pulmonary system is an important bio-marker, critical in determining
the existence of many disease such as lung infection, pneumonia, cancer, etc. While there …
the existence of many disease such as lung infection, pneumonia, cancer, etc. While there …
[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 …
[HTML][HTML] 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 …
Optimized care goes inevitably through an adapted recording of this symptom and automatic …
Towards device-agnostic mobile cough detection with convolutional neural networks
Ubiquitous mobile devices have the potential to reduce the financial burden of healthcare
systems by providing scalable and cost-efficient health monitoring applications. Coughing is …
systems by providing scalable and cost-efficient health monitoring applications. Coughing is …
Cough sound detection and diagnosis using artificial intelligence techniques: challenges and opportunities
Coughing is a common symptom of several respiratory diseases. The sound and type of
cough are useful features to consider when diagnosing a disease. Respiratory infections …
cough are useful features to consider when diagnosing a disease. Respiratory infections …
A comparative study of features for acoustic cough detection using deep architectures
IDS Miranda, AH Diacon… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
Automatic cough detection is key to tracking the condition of patients suffering from
tuberculosis. We evaluate various acoustic features for performing cough detection using …
tuberculosis. We evaluate various acoustic features for performing cough detection using …
[HTML][HTML] 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 …
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 …
Deep neural networks for identifying cough sounds
In this paper, we consider two different approaches of using deep neural networks for cough
detection. The cough detection task is cast as a visual recognition problem and as a …
detection. The cough detection task is cast as a visual recognition problem and as a …