A critical evaluation of Nigeria's response to the first wave of COVID-19

ED Jacobs, MI Okeke - Bulletin of the National Research Centre, 2022 - Springer
Background The first wave of the Coronavirus Disease 2019 (COVID-19) pandemic began
when the first index case was reported in Nigeria on the 27th of February 2020, and since …

Modeling the COVID-19 pandemic: a primer and overview of mathematical epidemiology

F Saldaña, JX Velasco-Hernández - SeMA Journal, 2022 - Springer
Since the start of the still ongoing COVID-19 pandemic, there have been many modeling
efforts to assess several issues of importance to public health. In this work, we review the …

A novel bidirectional LSTM deep learning approach for COVID-19 forecasting

NN Aung, J Pang, MCH Chua, HX Tan - Scientific Reports, 2023 - nature.com
COVID-19 has resulted in significant morbidity and mortality globally. We develop a model
that uses data from thirty days before a fixed time point to forecast the daily number of new …

The role of machine learning in health policies during the COVID-19 pandemic and in long COVID management

L Sarmiento Varón, J González-Puelma… - Frontiers in public …, 2023 - frontiersin.org
The ongoing COVID-19 pandemic is arguably one of the most challenging health crises in
modern times. The development of effective strategies to control the spread of SARS-CoV-2 …

Real-Time Estimation of Rt for Supporting Public-Health Policies Against COVID-19

S Contreras, HA Villavicencio, D Medina-Ortiz… - Frontiers in public …, 2020 - frontiersin.org
In the absence of a consensus protocol to slow down the spread of SARS-CoV-2,
policymakers need real-time indicators to support decisions in public health matters. The …

Statistically-based methodology for revealing real contagion trends and correcting delay-induced errors in the assessment of COVID-19 pandemic

S Contreras, JP Biron-Lattes, HA Villavicencio… - Chaos, Solitons & …, 2020 - Elsevier
COVID-19 pandemic has reshaped our world in a timescale much shorter than what we can
understand. Particularities of SARS-CoV-2, such as its persistence in surfaces and the lack …

On the heterogeneous spread of COVID-19 in Chile

D Freire-Flores, N Llanovarced-Kawles… - Chaos, Solitons & …, 2021 - Elsevier
Non-pharmaceutical interventions (NPIs) have played a crucial role in controlling the spread
of COVID-19. Nevertheless, NPI efficacy varies enormously between and within countries …

Risk perceptions and behaviors concerning rural tourism and economic-political drivers of COVID-19 policy in 2020

B Lieberthal, S Jackson, S de Urioste-Stone - Plos one, 2024 - journals.plos.org
When COVID-19 was first introduced to the United States, state and local governments
enacted a variety of policies intended to mitigate the virulence of the epidemic. At the time …

The progression of COVID-19 and the government response in China

X Hu, A Flahault, A Temerev, L Rozanova - International Journal of …, 2021 - mdpi.com
The ongoing pandemic of COVID-19 (Coronavirus Infectious Disease-2019) was first
reported at the end of 2019 in Wuhan, China. On 30 January 2020, the WHO declared a …

COVID-19 modeling under uncertainty: statistical data analysis for unveiling true spreading dynamics and guiding correct epidemiological management

A Sanchez-Daza, D Medina-Ortiz… - Modeling, Control and …, 2022 - Springer
In this chapter, we aim to provide a biological, statistical, and mathematical framework to
understand and formulate sensible models to study the spreading dynamics of COVID-19 …