Cough Classification for COVID-19 based on audio mfcc features using Convolutional Neural Networks

V Bansal, G Pahwa, N Kannan - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Cough analysis is an important area in the clinical diagnosis of various respiratory illnesses.
Cough is the body's inundate mechanism to clear the throat and lungs of foreign material. It …

COVID-19 cough classification using machine learning and global smartphone recordings

M Pahar, M Klopper, R Warren, T Niesler - Computers in Biology and …, 2021 - Elsevier
We present a machine learning based COVID-19 cough classifier which can discriminate
COVID-19 positive coughs from both COVID-19 negative and healthy coughs recorded on a …

Deep-learning based approach to identify COVID-19

K Feng, F He, J Steinmann, I Demirkiran - SoutheastCon 2021, 2021 - ieeexplore.ieee.org
COVID-19 is a large-scale contagious respiratory disease that has spread across the world
in 2020. Therefore, a low-cost, fast, and easily available solution is needed to provide a …

Preliminary diagnosis of COVID-19 based on cough sounds using machine learning algorithms

A Anupam, NJ Mohan, S Sahoo… - 2021 5th International …, 2021 - ieeexplore.ieee.org
The proposed work is focused on COVID-19 classification of cough sounds based on
machine learning which is used to differentiate COVID-19 coughs from non COVID-19 and …

Machine learning for detecting COVID-19 from cough sounds: An ensemble-based MCDM method

NK Chowdhury, MA Kabir, MM Rahman… - Computers in Biology …, 2022 - Elsevier
This research aims to analyze the performance of state-of-the-art machine learning
techniques for classifying COVID-19 from cough sounds and to identify the model (s) that …

Machine learning based COVID-19 cough classification models-a comparative analysis

J Vrindavanam, R Srinath, HH Shankar… - 2021 5th International …, 2021 - ieeexplore.ieee.org
COVID-19 continues to be a global pandemic and many a technological intervention are
already in place for identification of COVID-19 patients. The paper focuses on the …

Diagnosis of COVID-19 and non-COVID-19 patients by classifying only a single cough sound

M Melek - Neural Computing and Applications, 2021 - Springer
In the last month of 2019, a new virus emerged in China, spreading rapidly and affecting the
whole world. This virus, which is called corona, is the most contagious type of virus that …

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 …

CR19: A framework for preliminary detection of COVID-19 in cough audio signals using machine learning algorithms for automated medical diagnosis applications

EED Hemdan, W El-Shafai, A Sayed - Journal of Ambient Intelligence and …, 2023 - Springer
Today, there is a level of panic and chaos dominating the entire world due to the massive
outbreak in the second wave of COVID-19 disease. As the disease has numerous symptoms …

[HTML][HTML] QUCoughScope: an intelligent application to detect COVID-19 patients using cough and breath sounds

T Rahman, N Ibtehaz, A Khandakar, MSA Hossain… - Diagnostics, 2022 - mdpi.com
Problem—Since the outbreak of the COVID-19 pandemic, mass testing has become
essential to reduce the spread of the virus. Several recent studies suggest that a significant …