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 …
[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 …
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 …
A cough-based algorithm for automatic diagnosis of pertussis
Pertussis is a contagious respiratory disease which mainly affects young children and can
be fatal if left untreated. The World Health Organization estimates 16 million pertussis cases …
be fatal if left untreated. The World Health Organization estimates 16 million pertussis cases …
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 …
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 …
TBscreen: A passive cough classifier for tuberculosis screening with a controlled dataset
Recent respiratory disease screening studies suggest promising performance of cough
classifiers, but potential biases in model training and dataset quality preclude robust …
classifiers, but potential biases in model training and dataset quality preclude robust …
A belief rule based expert system to assess tuberculosis under uncertainty
The primary diagnosis of Tuberculosis (TB) is usually carried out by looking at the various
signs and symptoms of a patient. However, these signs and symptoms cannot be measured …
signs and symptoms of a patient. However, these signs and symptoms cannot be measured …
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 …
Making cough count in tuberculosis care
AJ Zimmer, C Ugarte-Gil, R Pathri, P Dewan… - Communications …, 2022 - nature.com
Cough assessment is central to the clinical management of respiratory diseases, including
tuberculosis (TB), but strategies to objectively and unobtrusively measure cough are lacking …
tuberculosis (TB), but strategies to objectively and unobtrusively measure cough are lacking …