Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice-Reference-Cited by-同舟云学术

Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice

Published:2021 Issue:2 Volume:8 Page:240-264
ISSN:2327-8994
Container-title:AIMS Public Health
language:
Short-container-title:

Author:

Lella Kranthi Kumar, ,PJA Alphonse

Publisher

American Institute of Mathematical Sciences (AIMS)

Reference48 articles.

1. World Health Organization. Coronavirus disease 2019 (covid-19) (2020) .Available from: https://www.who.int/.

2. Wang Y, Hu M, Li Q, et al. (2020) Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner. arXiv:2002.05534 [cs.LG] .

3. Jiang Z, Hu M, Lei F, et al. (2020) Combining Visible Light and Infrared Imaging for Efficient Detection of Respiratory Infections Such as Covid-19 on Portable Device. arXiv:2004.06912 [cs.CV] .

4. Imran A, Posokhova I, Qureshi HN, et al. (2020) AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app. Inform Med Unlocked 20: 100378.

5. Shuja J, Alanazi E, Alasmary W, et al. (2020) COVID-19 open source data sets: a comprehensive survey. Appl Intell 21: 1-30.

Cited by 55 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Voice as a Biomarker in Health‐Tech: Mapping the Evolving Landscape of Voice Biomarkers in the Start‐Up World;Otolaryngology–Head and Neck Surgery;2024-06

2. Breath analysis system with convolutional neural network (CNN) for early detection of lung cancer;Sensors and Actuators B: Chemical;2024-06

3. A temperature-decoupled impedance-based mass sensing using CBAM-CNN and adaptive weighted average preprocessing with high accuracy;Mechanical Systems and Signal Processing;2024-05

4. Artificial intelligence-based framework to identify the abnormalities in the COVID-19 disease and other common respiratory diseases from digital stethoscope data using deep CNN;Health Information Science and Systems;2024-03-09

5. Respiratory Diseases Diagnosis Using Audio Analysis and Artificial Intelligence: A Systematic Review;Sensors;2024-02-10