Can machine learning be used to recognize and diagnose coughs?

C Bales, M Nabeel, CN John, U Masood… - … Conference on e …, 2020 - ieeexplore.ieee.org
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 …

A comprehensive approach for cough type detection

E Nemati, MM Rahman, V Nathan… - 2019 IEEE/ACM …, 2019 - ieeexplore.ieee.org
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 …

[HTML][HTML] Towards using cough for respiratory disease diagnosis by leveraging Artificial Intelligence: A survey

A Ijaz, M Nabeel, U Masood, T Mahmood… - Informatics in Medicine …, 2022 - Elsevier
Cough acoustics contain multitudes of vital information about pathomorphological
alterations in the respiratory system. Reliable and accurate detection of cough events by …

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 …

Towards device-agnostic mobile cough detection with convolutional neural networks

F Barata, K Kipfer, M Weber, P Tinschert… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
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 …

Cough sound detection and diagnosis using artificial intelligence techniques: challenges and opportunities

KS Alqudaihi, N Aslam, IU Khan, AM Almuhaideb… - Ieee …, 2021 - ieeexplore.ieee.org
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 …

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 …

Cough event classification by pretrained deep neural network

JM Liu, M You, Z Wang, GZ Li, X Xu, Z Qiu - BMC medical informatics and …, 2015 - Springer
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 …

Towards cough sound analysis using the internet of things and deep learning for pulmonary disease prediction

A Kumar, K Abhishek, MR Ghalib… - Transactions on …, 2022 - Wiley Online Library
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 …

Deep neural networks for identifying cough sounds

J Amoh, K Odame - IEEE transactions on biomedical circuits …, 2016 - ieeexplore.ieee.org
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 …