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 …

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 …

Theory and Application of Audio‐Based Assessment of Cough

Y Shi, H Liu, Y Wang, M Cai, W Xu - Journal of Sensors, 2018 - Wiley Online Library
Cough is a common symptom of many respiratory diseases. Many medical literatures
underline that a system for the automatic, objective, and reliable detection of cough events is …

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 …

[HTML][HTML] Chronic cough—the limitation and advances in assessment techniques

M Zhang, DL Sykes, K Brindle… - Journal of Thoracic …, 2022 - ncbi.nlm.nih.gov
Accurate and consistent assessments of cough are essential to advance the understanding
of the mechanisms of cough and individualised the management of patients. Considerable …

MobiCough: real-time cough detection and monitoring using low-cost mobile devices

C Pham - Intelligent Information and Database Systems: 8th …, 2016 - Springer
In this paper we present MobiCough, a method and system for cough detection and
monitoring on low-cost mobile devices in real-time. MobiCough utilizes the acoustic data …

Coughwatch: Real-world cough detection using smartwatches

D Liaqat, S Liaqat, JL Chen, T Sedaghat… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
Continuous monitoring of cough may provide insights into the health of individuals as well
as the effectiveness of treatments. Smart-watches, in particular, are highly promising for such …

Deep neural network based cough detection using bed-mounted accelerometer measurements

M Pahar, I Miranda, A Diacon… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
We have performed cough detection based on measurements from an accelerometer
attached to the patient's bed. This form of monitoring is less intrusive than body-attached …

[HTML][HTML] The present and future of cough counting tools

JI Hall, M Lozano, L Estrada-Petrocelli… - Journal of thoracic …, 2020 - ncbi.nlm.nih.gov
The widespread use of cough counting tools has, to date, been limited by a reliance on
human input to determine cough frequency. However, over the last two decades advances …

[HTML][HTML] Longitudinal passive cough monitoring and its implications for detecting changes in clinical status

JC Gabaldón-Figueira, E Keen, M Rudd… - ERJ Open …, 2022 - Eur Respiratory Soc
Research question What is the impact of the duration of cough monitoring on its accuracy in
detecting changes in the cough frequency? Materials and methods This is a statistical …