Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare. (12th January 2022)
- Record Type:
- Journal Article
- Title:
- Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare. (12th January 2022)
- Main Title:
- Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare
- Authors:
- Dadheech, Pankaj
Mehbodniya, Abolfazl
Tiwari, Shivam
Kumar, Sarvesh
Singh, Pooja
Gupta, Sweta
Atiglah, Henry kwame - Other Names:
- Li Xingwang Academic Editor.
- Abstract:
- Abstract : The Zika virus presents an extraordinary public health hazard after spreading from Brazil to the Americas. In the absence of credible forecasts of the outbreak's geographic scope and infection frequency, international public health agencies were unable to plan and allocate surveillance resources efficiently. An RNA test will be done on the subjects if they are found to be infected with Zika virus. By training the specified characteristics, the suggested Hybrid Optimization Algorithm such as multilayer perceptron with probabilistic optimization strategy gives forth a greater accuracy rate. The MATLAB program incorporates numerous machine learning algorithms and artificial intelligence methodologies. It reduces forecast time while retaining excellent accuracy. The projected classes are encrypted and sent to patients. The Advanced Encryption Standard (AES) and TRIPLE Data Encryption Standard (TEDS) are combined to make this possible (DES). The experimental outcomes improve the accuracy of patient results communication. Cryptosystem processing acquires minimal timing of 0.15 s with 91.25 percent accuracy.
- Is Part Of:
- Journal of healthcare engineering. Volume 2022(2022)
- Journal:
- Journal of healthcare engineering
- Issue:
- Volume 2022(2022)
- Issue Display:
- Volume 2022, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 2022
- Issue:
- 2022
- Issue Sort Value:
- 2022-2022-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-01-12
- Subjects:
- Hospital buildings -- Environmental engineering -- Periodicals
Medical technology -- Periodicals
Medical informatics -- Periodicals
610.28 - Journal URLs:
- http://www.hindawi.com/journals/jhe/ ↗
http://multi-science.metapress.com/content/r03085752427/?p=bacc87ee7c194c1aa6a045ab293b1f0f&pi=2 ↗ - DOI:
- 10.1155/2022/2793850 ↗
- Languages:
- English
- ISSNs:
- 2040-2295
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 20716.xml