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Significance of internet of things in monkeypox virus.
- Source :
- Multimedia Tools & Applications; Sep2024, Vol. 83 Issue 29, p72651-72677, 27p
- Publication Year :
- 2024
-
Abstract
- The monkeypox virus was declared endemic in several nations when COVID-19 cases began to decline and people were readjusting to normal life. Monkeypox was identified in 1958, with the first human case occurring in the Democratic Republic of the Congo in 1970. It has primarily impacted the poor Central and West African countries. Over the years, the monkeypox virus has evolved to a contagious disease due to which the situation is becoming grave and disturbing. In this paper, the genesis of the monkeypox virus, its history, and its re-emergence are discussed. Also, a quantitative analysis of cases that occurred in affected countries is performed based on several factors. This paper also discusses the role of Internet of Things (IoT) in controlling the current spread of the Monkeypox virus. An ensemble deep learning architecture is proposed to envisage the monkeypox virus through IoT devices. The convolutional neural network is incorporated to improve the performance of the proposed architecture. The proposed architecture is tested over two well-known datasets and attained better performance than the existing techniques. The impact of infected people's travel history, gender, and hospitalization requirements is also investigated. This work motivates young researchers to work on the development of vaccines and other precautionary measures to prevent the outbreak of the monkeypox virus. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 13807501
- Volume :
- 83
- Issue :
- 29
- Database :
- Complementary Index
- Journal :
- Multimedia Tools & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 179394053
- Full Text :
- https://doi.org/10.1007/s11042-024-18345-2