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 …
[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 …
[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 …
Virufy: Global applicability of crowdsourced and clinical datasets for AI detection of COVID-19 from cough
Rapid and affordable methods of testing for COVID-19 infections are essential to reduce
infection rates and prevent medical facilities from becoming overwhelmed. Current …
infection rates and prevent medical facilities from becoming overwhelmed. Current …
[HTML][HTML] Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound
COVID-19 pandemic has fueled the interest in artificial intelligence tools for quick diagnosis
to limit virus spreading. Over 60% of people who are infected complain of a dry cough …
to limit virus spreading. Over 60% of people who are infected complain of a dry cough …
Electret-based flexible pressure sensor for respiratory diseases auxiliary diagnosis system using machine learning technique
X Li, B Qi, X Wan, J Zhang, W Yang, Y Xiao, F Mao… - Nano Energy, 2023 - Elsevier
Respiratory diseases have been increasingly affecting people worldwide, posing a major
public health challenge due to rising morbidity and mortality rates. Subtle abnormal …
public health challenge due to rising morbidity and mortality rates. Subtle abnormal …
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 …
emerging technology in Artificial Intelligence. Recent visual recognition is based on the …
[HTML][HTML] An automated system for classification of chronic obstructive pulmonary disease and pneumonia patients using lung sound analysis
SZH Naqvi, MA Choudhry - Sensors, 2020 - mdpi.com
Chronic obstructive pulmonary disease (COPD) and pneumonia are two of the few fatal lung
diseases which share common adventitious lung sounds. Diagnosing the disease from lung …
diseases which share common adventitious lung sounds. Diagnosing the disease from lung …