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 artificial intelligence diagnosis using only cough recordings
J Laguarta, F Hueto, B Subirana - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
Goal: We hypothesized that COVID-19 subjects, especially including asymptomatics, could
be accurately discriminated only from a forced-cough cell phone recording using Artificial …
be accurately discriminated only from a forced-cough cell phone recording using Artificial …
Exploring automatic diagnosis of COVID-19 from crowdsourced respiratory sound data
Audio signals generated by the human body (eg, sighs, breathing, heart, digestion, vibration
sounds) have routinely been used by clinicians as indicators to diagnose disease or assess …
sounds) have routinely been used by clinicians as indicators to diagnose disease or assess …
[HTML][HTML] AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app
A Imran, I Posokhova, HN Qureshi, U Masood… - Informatics in medicine …, 2020 - Elsevier
Background The inability to test at scale has become humanity's Achille's heel in the
ongoing war against the COVID-19 pandemic. A scalable screening tool would be a game …
ongoing war against the COVID-19 pandemic. A scalable screening tool would be a game …
[HTML][HTML] The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms
Cough audio signal classification has been successfully used to diagnose a variety of
respiratory conditions, and there has been significant interest in leveraging Machine …
respiratory conditions, and there has been significant interest in leveraging Machine …
Coswara--a database of breathing, cough, and voice sounds for COVID-19 diagnosis
The COVID-19 pandemic presents global challenges transcending boundaries of country,
race, religion, and economy. The current gold standard method for COVID-19 detection is …
race, religion, and economy. The current gold standard method for COVID-19 detection is …
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 …
[HTML][HTML] Automated detection of COVID-19 cough
Easy detection of COVID-19 is a challenge. Quick biological tests do not give enough
accuracy. Success in the fight against new outbreaks depends not only on the efficiency of …
accuracy. Success in the fight against new outbreaks depends not only on the efficiency of …
[HTML][HTML] Sounds of COVID-19: exploring realistic performance of audio-based digital testing
To identify Coronavirus disease (COVID-19) cases efficiently, affordably, and at scale, recent
work has shown how audio (including cough, breathing and voice) based approaches can …
work has shown how audio (including cough, breathing and voice) based approaches can …