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 …

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 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 …

A machine hearing system for robust cough detection based on a high-level representation of band-specific audio features

J Monge-Álvarez, C Hoyos-Barceló… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Cough is a protective reflex conveying information on the state of the respiratory system.
Cough assessment has been limited so far to subjective measurement tools or …

Coughbuddy: Multi-modal cough event detection using earbuds platform

E Nemati, S Zhang, T Ahmed… - 2021 IEEE 17th …, 2021 - ieeexplore.ieee.org
There has been an extensive amount of study on cough detection using acoustic features
captured from smartphones and smartwatches in the past decade. However, the specificity …

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 …

Audio and contact microphones for cough detection

T Drugman, J Urbain, N Bauwens, R Chessini… - arXiv preprint arXiv …, 2020 - arxiv.org
In the framework of assessing the pathology severity in chronic cough diseases, medical
literature underlines the lack of tools for allowing the automatic, objective and reliable …

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 …

Continuous sound collection using smartphones and machine learning to measure cough

L Kvapilova, V Boza, P Dubec, M Majernik, J Bogar… - Digital …, 2020 - karger.com
Background: Despite the efforts of research groups to develop and implement at least partial
automation, cough counting remains impractical. Analysis of 24-h cough frequency is an …