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Malki Z, Atlam ES, Ewis A, et al. The COVID-19 pandemic: prediction study based on machine learning models. Environ Sci Pollut Res Int. 2021;28(30):40496-40506doi: 10.1007/s11356-021-13824-7.
Malki, Z., Atlam, E. S., Ewis, A., Dagnew, G., Ghoneim, O. A., Mohamed, A. A., Abdel-Daim, M. M., & Gad, I. (2021). The COVID-19 pandemic: prediction study based on machine learning models. Environmental science and pollution research international, 28(30), 40496-40506. https://doi.org/10.1007/s11356-021-13824-7
Malki, Zohair, et al. "The COVID-19 pandemic: prediction study based on machine learning models." Environmental science and pollution research international vol. 28,30 (2021): 40496-40506. doi: https://doi.org/10.1007/s11356-021-13824-7
Malki Z, Atlam ES, Ewis A, Dagnew G, Ghoneim OA, Mohamed AA, Abdel-Daim MM, Gad I. The COVID-19 pandemic: prediction study based on machine learning models. Environ Sci Pollut Res Int. 2021 Aug;28(30):40496-40506. doi: 10.1007/s11356-021-13824-7. Epub 2021 Apr 10. PMID: 33840016; PMCID: PMC8035887.
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Environ Sci Pollut Res Int. 2021 Aug;28(30):40496-40506. doi: 10.1007/s11356-021-13824-7. Epub 2021 Apr 10.

The COVID-19 pandemic: prediction study based on machine learning models.

Environmental science and pollution research international

Zohair Malki, El-Sayed Atlam, Ashraf Ewis, Guesh Dagnew, Osama A Ghoneim, Abdallah A Mohamed, Mohamed M Abdel-Daim, Ibrahim Gad

Affiliations

  1. College of Computer Science and Engineering, Taibah University, Yanbu, Saudi Arabia.
  2. College of Computer Science and Engineering, Taibah University, Yanbu, Saudi Arabia. [email protected].
  3. Faculty of Science, Tanta University, Tanta, Egypt. [email protected].
  4. Department of Public Health and Occupational Medicine, Faculty of Medicine, Minia University, Minia, Egypt.
  5. Department of Public Health, Faculty of Health Sciences - AlQunfudah, Umm AlQura University, Meccah, Saudi Arabia.
  6. Department of Computer Science, Institute of Technology, Dire Dawa University, Dire Dawa, Ethiopia.
  7. Faculty of Computers and Informatics, Tanta University, Tanta, Egypt.
  8. Mathematics and Computer Science Department, Faculty of Science, Menoufia University, Shibin El Kom, Egypt.
  9. Department of Zoology, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia.
  10. Pharmacology Department, Faculty of Veterinary Medicine, Suez Canal University, Ismailia, 41522, Egypt.
  11. Faculty of Science, Tanta University, Tanta, Egypt.

PMID: 33840016 PMCID: PMC8035887 DOI: 10.1007/s11356-021-13824-7

Abstract

COVID-19 was first discovered in Wuhan, China in December 2019. It is one of the worst pandemics in human history. Recent studies reported that COVID-19 is transmitted among humans by droplet infection or direct contact. COVID-19 pandemic has invaded more than 210 countries around the world and as of February 18

© 2021. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.

Keywords: Artificial intelligence; COVID-19 pandemic; Machine learning model; Prediction

References

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