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Wise in Vaccine Allocation

Published 12 Jun 2023 in cs.CY | (2306.07223v1)

Abstract: The paper uses machine learning and mathematical modeling to predict future vaccine distribution and solve the problem of allocating vaccines to different types of hospitals. They collected data and analyzed it, finding factors such as nearby residents, transportation, and medical personnel that impact distribution. They used the results to create a model and allocate vaccines to central and community hospitals and health centers in Hangzhou Gongshu District and Harbin Daoli District based on the model. They provide an explanation for the vaccine distribution based on their model and conclusions.

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References (7)
  1. J. C. Lyu, E. L. Han, and G. K. Luli, “Covid-19 vaccine–related discussion on twitter: Topic modeling and sentiment analysis,” Journal of Medical Internet Research, vol. 23, no. 6, p. e24435, Jun. 2021.
  2. L. Matrajt et al., “Optimizing vaccine allocation for covid-19 vaccines: critical role of single-dose vaccination,” Nature Communicationss, vol. 12, no. 1, Jan. 2021.
  3. S. Hochreiter and J. Schmidhuber, “Long short-term memory,” Neural Computation, vol. 9, no. 8, pp. 1735–1780, 1997.
  4. P. R. Vlachas et al., “Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks,” Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 474, no. 2213, 2018.
  5. S. H. Wang, D. R. Nayak, D. S. Guttery, X. Zhang, and Y. D. Zhang, “Covid-19 classification by ccshnet with deep fusion using transfer learning and discriminant correlation analysis,” Information Fusion, vol. 68, p. 131–148, Nov. 2020.
  6. R. Saaty, “The analytic hierarchy process—what it is and how it is used,” Mathematical Modelling, vol. 9, no. 3, pp. 161–176, 1987.
  7. P. Soares et al., “Factors associated with covid-19 vaccine hesitancy,” Vaccines, vol. 9, no. 3, p. 300, Mar. 2021.

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