Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
Integrating prior epidemiological knowledge embedded within mechanistic models with the
data-mining capabilities of artificial intelligence (AI) offers transformative potential for …
data-mining capabilities of artificial intelligence (AI) offers transformative potential for …
An SEQAIHR model to study COVID-19 transmission and optimal control strategies in Hong Kong, 2022
During the COVID-19 pandemic, one of the major concerns was a medical emergency in
human society. Therefore it was necessary to control or restrict the disease spreading …
human society. Therefore it was necessary to control or restrict the disease spreading …
A new incommensurate fractional-order discrete COVID-19 model with vaccinated individuals compartment
Fractional-order systems have proved to be accurate in describing the spread of the COVID-
19 pandemic by virtue of their capability to include the memory effects into the system …
19 pandemic by virtue of their capability to include the memory effects into the system …
Interval type-2 Fuzzy control and stochastic modeling of COVID-19 spread based on vaccination and social distancing rates
Background and objective Besides efforts on vaccine discovery, robust and intuitive
government policies could also significantly influence the pandemic state. However, such …
government policies could also significantly influence the pandemic state. However, such …
Predictive models for health outcomes due to SARS-CoV-2, including the effect of vaccination: a systematic review
O Espinosa, L Mora, C Sanabria, A Ramos… - Systematic …, 2024 - Springer
Background The interaction between modelers and policymakers is becoming more
common due to the increase in computing speed seen in recent decades. The recent …
common due to the increase in computing speed seen in recent decades. The recent …
A new COVID-19 pandemic model including the compartment of vaccinated individuals: global stability of the disease-free fixed point
Owing to the COVID-19 pandemic, which broke out in December 2019 and is still disrupting
human life across the world, attention has been recently focused on the study of epidemic …
human life across the world, attention has been recently focused on the study of epidemic …
Evolutionary-Game-Theory-Based Epidemiological Model for Prediction of Infections with Application to Demand Forecasting in Pharmaceutical Inventory …
Pharmaceuticals play a critical role in the eradication of infectious diseases. Effective
pharmaceutical inventory management is important for controlling epidemics since medical …
pharmaceutical inventory management is important for controlling epidemics since medical …
Vaccination and isolation based control design of the COVID-19 pandemic based on adaptive neuro fuzzy inference system optimized with the genetic algorithm
The study of the COVID-19 pandemic is of pivotal importance due to its tremendous global
impacts. This paper aims to control this disease using an optimal strategy comprising two …
impacts. This paper aims to control this disease using an optimal strategy comprising two …
Predictive modelling of the effectiveness of vaccines against COVID-19 in Bogotá: Methodological innovation involving different variants and computational …
O Espinosa, L White, V Bejarano, R Aguas, D Rincón… - Heliyon, 2024 - cell.com
The uncertainty associated with the future of viruses such as SARS-CoV-2 poses a
challenge to public health officials because of its implications for welfare, economics and …
challenge to public health officials because of its implications for welfare, economics and …
Preface to the special issue “Complex dynamics of COVID-19: modeling, prediction and control (part II)”
The world has been severely upended by the Severe Acute Respiratory Syndrome
Coronavirus 2 (SARS-CoV-2) since the end of 2019 when the first case was diagnosed and …
Coronavirus 2 (SARS-CoV-2) since the end of 2019 when the first case was diagnosed and …