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Open Access

Peer-reviewed

Research Article

Automated detection of COVID-19 through convolutional neural network using chest x-ray images

Rubina Sarki ,

Roles Data curation, Formal analysis, Investigation, Methodology

* E-mail: rubina.sarki@live.vu.edu.au

Affiliation Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Victoria, Australia
⨯
Khandakar Ahmed,

Roles Supervision

Affiliation Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Victoria, Australia
⨯
Hua Wang,

Roles Conceptualization, Writing – review & editing

Affiliation Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Victoria, Australia

https://orcid.org/0000-0002-8465-0996

⨯
Yanchun Zhang,

Roles Supervision

Affiliation Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, Victoria, Australia
⨯
Kate Wang

Roles Resources, Validation, Writing – review & editing

Affiliation RMIT, Melbourne, Victoria, Australia
⨯

Automated detection of COVID-19 through convolutional neural network using chest x-ray images

Rubina Sarki,
Khandakar Ahmed,
Hua Wang,
Yanchun Zhang,
Kate Wang

x

Published: January 21, 2022
https://doi.org/10.1371/journal.pone.0262052
See the preprint

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COVID 19
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X-ray radiography
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Computed axial tomography
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Convolution
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Pneumonia
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Neural networks
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