Covid-19 outbreak prediction with machine learning

SF Ardabili, A Mosavi, P Ghamisi, F Ferdinand… - Algorithms, 2020 - mdpi.com
Several outbreak prediction models for COVID-19 are being used by officials around the
world to make informed decisions and enforce relevant control measures. Among the …

COVID-19 pandemic prediction for Hungary; a hybrid machine learning approach

G Pinter, I Felde, A Mosavi, P Ghamisi, R Gloaguen - Mathematics, 2020 - mdpi.com
Several epidemiological models are being used around the world to project the number of
infected individuals and the mortality rates of the COVID-19 outbreak. Advancing accurate …

Applications of machine learning approaches to combat COVID-19: a survey

S Tiwari, O Dogan, MA Jabbar, SK Shandilya… - Lessons from COVID …, 2022 - Elsevier
Abstract Machine learning (ML) and artificial intelligence (AI) approaches are prominent and
well established in the field of health-care informatics. Because they have a more productive …

Mathematical modelling of COVID-19: A case study of Italy

JK Ghosh, SK Biswas, S Sarkar, U Ghosh - Mathematics and Computers in …, 2022 - Elsevier
This manuscript describes a mathematical epidemiological model of COVID-19 to
investigate the dynamics of this pandemic disease and we have fitted this model to the …

[HTML][HTML] Mathematical model of zika virus dynamics with vector control and sensitivity analysis

SK Biswas, U Ghosh, S Sarkar - Infectious Disease Modelling, 2020 - Elsevier
In this paper, we have developed and analyzed a deterministic Zika model considering both
vector and sexual transmission route with the effect of human awareness and vector control …

A mathematical model of Zika virus transmission with saturated incidence and optimal control: A case study of 2016 zika outbreak in Puerto Rico

SK Biswas, U Ghosh, S Sarkar - International Journal of Modelling …, 2024 - Taylor & Francis
Zika virus outbreak is creating a global public health hazard due to its increasing prevalence
rate and neurological complication in affected individuals. In this work we have developed …

Modeling and dynamics analysis of Zika transmission with limited medical resources

H Zhao, L Wang, SM Oliva, H Zhu - Bulletin of Mathematical Biology, 2020 - Springer
Zika virus, a reemerging mosquito-borne flavivirus, posed a global public health emergency
in 2016. Brazil is the most seriously affected country. Some measures have been …

Fractional dynamics of vector-borne infection with sexual transmission rate and vaccination

S Hussain, EN Madi, N Iqbal, T Botmart, Y Karaca… - Mathematics, 2021 - mdpi.com
New fractional operators have the aim of attracting nonlocal problems that display fractal
behaviour; and thus fractional derivatives have applications in long-term relation description …

A Zika endemic model for the contribution of multiple transmission routes

X Yuan, Y Lou, D He, J Wang, D Gao - Bulletin of Mathematical Biology, 2021 - Springer
Zika virus disease is a viral disease primarily transmitted to humans through the bite of
infected female mosquitoes. Recent evidence indicates that the virus can also be sexually …

[图书][B] Spatial dynamics and pattern formation in biological populations

RK Upadhyay, SRK Iyengar - 2021 - taylorfrancis.com
The book provides an introduction to deterministic (and some stochastic) modeling of
spatiotemporal phenomena in ecology, epidemiology, and neural systems. A survey of the …