A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images

Hicham Moujahid; Bouchaib Cherradi; Oussama El Gannour; Wamda Nagmeldin; Abdelzahir Abdelmaboud; Mohammed Al-Sarem; Lhoussain Bahatti; Faisal Saeed; Mohammed Hadwan

doi:10.32604/csse.2023.034022

A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images

Hicham Moujahid, Bouchaib Cherradi^*, Oussama El Gannour, Wamda Nagmeldin, Abdelzahir Abdelmaboud, Mohammed Al-Sarem, Lhoussain Bahatti, Faisal Saeed, Mohammed Hadwan

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

4 Citations (SciVal)

Original language	English
Pages (from-to)	1789-1809
Number of pages	21
Journal	Computer Systems Science and Engineering
Volume	46
Issue number	2
DOIs	https://doi.org/10.32604/csse.2023.034022
Publication status	Published (VoR) - 9 Feb 2023

Funding

Acknowledgement: The authors extend their appreciation to the Deanship of Scientific Research at King Khalid University for funding this work through Large Groups. (Project under grant number (RGP.2/111/ 43)).

Funders	Funder number
Deanship of Scientific Research, King Faisal University	RGP.2/111/43

Keywords

Artificial intelligence
convolutional neural network
COVID-19
decision-making
intelligent diagnostic systems

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10.32604/csse.2023.034022

Cite this

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title = "A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images",

keywords = "Artificial intelligence, convolutional neural network, COVID-19, decision-making, intelligent diagnostic systems",

author = "Hicham Moujahid and Bouchaib Cherradi and Gannour, {Oussama El} and Wamda Nagmeldin and Abdelzahir Abdelmaboud and Mohammed Al-Sarem and Lhoussain Bahatti and Faisal Saeed and Mohammed Hadwan",

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AU - Moujahid, Hicham

AU - Cherradi, Bouchaib

AU - Gannour, Oussama El

AU - Nagmeldin, Wamda

AU - Abdelmaboud, Abdelzahir

AU - Al-Sarem, Mohammed

AU - Bahatti, Lhoussain

AU - Saeed, Faisal

AU - Hadwan, Mohammed

PY - 2023/2/9

Y1 - 2023/2/9

KW - Artificial intelligence

KW - convolutional neural network

KW - COVID-19

KW - decision-making

KW - intelligent diagnostic systems

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M3 - Article

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JF - Computer Systems Science and Engineering

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ER -

A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images

Funding

Keywords

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