Cough-based COVID-19 Detection with Multi-band Long-Short Term Memory and Convolutional Neural Networks

Author:

Shen Jiakun1,Zhang Xueshuai1,Wang Wenchao1,Huang Zhihua2,Zhang Pengyuan1,Yan Yonghong3

Affiliation:

1. Key Laboratory of Speech Acoustics and Content Understanding, Institute of Acoustics, Chinese Academy of Sciences, Beijing, China and University of Chinese Academy of Sciences, Beijing, China

2. School of Information Science and Engineering, Xinjiang University, Urumqi, China

3. Key Laboratory of Speech Acoustics and Content Understanding, Institute of Acoustics, Chinese Academy of Sciences, Beijing, China, University of Chinese Academy of Sciences, Beijing, China and Xinjiang Laboratory of Minority Speech and Language Information Processing, Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China

Publisher

ACM

Reference18 articles.

1. World Health Organization. 2021. Coronavirus (COVID-19) Cases and Deaths https://data.humdata.org/dataset/coronavirus-covid-19-cases-and-deaths. World Health Organization. 2021. Coronavirus (COVID-19) Cases and Deaths https://data.humdata.org/dataset/coronavirus-covid-19-cases-and-deaths.

2. N. Islam S. Ebrahimzadeh J.P. Salameh etal (2021). Thoracic imaging tests for the diagnosis of COVID-19. Cochrane Database of Systematic Reviews (3). N. Islam S. Ebrahimzadeh J.P. Salameh et al. (2021). Thoracic imaging tests for the diagnosis of COVID-19. Cochrane Database of Systematic Reviews (3).

3. A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images;Wang G.;Nature Biomedical Engineering,2021

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1. End-to-End Residual Stage Network for COVID-19 Detection;2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML);2023-08-04

2. The Use of Audio Signals for Detecting COVID-19: A Systematic Review;Sensors;2022-10-23

3. A Machine Learning framework for Covid Detection Using Cough Sounds;2022 International Conference on Engineering & MIS (ICEMIS);2022-07-04

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