Cough event classification by pretrained deep neural network
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 …
cough severity, an accurate and objective cough monitor is expected by respiratory disease …
Can machine learning be used to recognize and diagnose coughs?
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 …
forefront, one of the most prominent being machine learning empowered health care. One of …
Cough detection using deep neural networks
Cough detection and assessment have crucial clinical value for respiratory diseases.
Subjective assessments are widely adopted in clinical measurement nowadays, but they are …
Subjective assessments are widely adopted in clinical measurement nowadays, but they are …
Deep neural network-based respiratory pathology classification using cough sounds
BT Balamurali, HI Hee, S Kapoor, OH Teoh, SS Teng… - Sensors, 2021 - mdpi.com
Intelligent systems are transforming the world, as well as our healthcare system. We propose
a deep learning-based cough sound classification model that can distinguish between …
a deep learning-based cough sound classification model that can distinguish between …
Deep neural networks for identifying cough sounds
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 …
detection. The cough detection task is cast as a visual recognition problem and as a …
Automatic non-invasive cough detection based on accelerometer and audio signals
We present an automatic non-invasive way of detecting cough events based on both
accelerometer and audio signals. The acceleration signals are captured by a smartphone …
accelerometer and audio signals. The acceleration signals are captured by a smartphone …
[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 …
Automatic cough detection from realistic audio recordings using C-BiLSTM with boundary regression
Automatic cough detection in the patients' realistic audio recordings is of great significance
to diagnose and monitor respiratory diseases, such as COVID-19. Many detection methods …
to diagnose and monitor respiratory diseases, such as COVID-19. Many detection methods …
A universal system for cough detection in domestic acoustic environments
N Simou, N Stefanakis, P Zervas - 2020 28th European signal …, 2021 - ieeexplore.ieee.org
Automated cough detection may provide valuable clinical information for monitoring a
patient's health condition. In this paper, we present a cough detection system that utilises an …
patient's health condition. In this paper, we present a cough detection system that utilises an …
Productive and non-productive cough classification using biologically inspired techniques
RV Sharan - IEEE Access, 2022 - ieeexplore.ieee.org
Cough is a common symptom of respiratory diseases and the type of cough, in particular,
productive (wet) or non-productive (dry) cough, is an important indicator of the condition of …
productive (wet) or non-productive (dry) cough, is an important indicator of the condition of …